LIVEdataset aec-bench@releasetasks 552models 18last submission … · built …
electricalwith-tool

Staged Road Its Relocation Package

Calculates source-bound temporary pedestrian timing, VMS legibility, staged ITS network load, PoE headroom, battery backup, and detour delay metrics from a deterministic SSC-16 task-owned source pack.

with-tool: The model is given an executable Python calculator script.

Standards

ITS relocation workflowVMS legibility workflowtemporary traffic workflow

Tags

cctvconstructiondeterministicelectricalitstemporary-trafficvms

How this task is generated

One template produces many comparable benchmark tasks while keeping the scoring contract fixed.

  1. 01

    Template

    The reusable contract shown on this page.

  2. 02

    Scenario

    An archetype and site context are sampled.

  3. 03

    Difficulty tier

    Inputs may be hidden at harder tiers.

  4. 04

    Task prompt

    The model responds with the declared outputs.

Parameters

Inputs the model receives, and the outputs it is scored on.

Inputs

24 inputs

Always given

Included directly in every task prompt.

24
Show 24 inputs

  • Crossing width

    crossing_width_m

    SIGNAL-16-TIMING-04 temporary pedestrian crossing width

    18 m

  • Pedestrian walk speed

    pedestrian_walk_speed_m_s

    SIGNAL-16-TIMING-04 pedestrian walk speed

    1.2 m/s

  • Pedestrian startup time

    pedestrian_startup_time_s

    SIGNAL-16-TIMING-04 startup allowance

    3 s

  • Provided ped clearance

    provided_ped_clearance_s

    SIGNAL-16-TIMING-04 provided clearance interval

    22 s

  • Vms character height

    vms_character_height_mm

    DEVICE-16-RELOC-04 VMS character height

    320 mm

  • Vms legibility factor m per mm

    vms_legibility_factor_m_per_mm

    DEVICE-16-RELOC-04 source-owned legibility factor

    0.6 m/mm

  • Available vms viewing distance

    available_vms_viewing_distance_m

    TTC-16-PLAN-04 available VMS viewing distance

    225 m

  • Signal controller data

    signal_controller_data_mbps

    NET-16-TOPO-04 signal controller data load

    0.4 Mbps

  • Vms data

    vms_data_mbps

    NET-16-TOPO-04 VMS data load

    1.2 Mbps

  • Cctv data

    cctv_data_mbps

    NET-16-TOPO-04 CCTV data load

    6 Mbps

  • Detector data

    detector_data_mbps

    NET-16-TOPO-04 detector data load

    0.3 Mbps

  • Gateway overhead

    gateway_overhead_mbps

    NET-16-TOPO-04 gateway overhead

    0.5 Mbps

  • Network capacity

    network_capacity_mbps

    NET-16-TOPO-04 staged network capacity

    20 Mbps

  • Cctv poe

    cctv_poe_w

    POWER-16-SCHED-04 CCTV PoE load

    18 W

  • Detector poe

    detector_poe_w

    POWER-16-SCHED-04 detector PoE load

    8 W

  • Router poe

    router_poe_w

    POWER-16-SCHED-04 router PoE load

    12 W

  • Vms modem poe

    vms_modem_poe_w

    POWER-16-SCHED-04 VMS modem PoE load

    9 W

  • Poe budget

    poe_budget_w

    POWER-16-SCHED-04 PoE budget

    90 W

  • Signal controller load

    signal_controller_load_w

    POWER-16-SCHED-04 signal controller power load

    120 W

  • Vms power load

    vms_power_load_w

    POWER-16-SCHED-04 VMS power load

    360 W

  • Battery backup hours

    battery_backup_hours

    POWER-16-SCHED-04 battery backup duration

    8 h

  • Provided battery

    provided_battery_kwh

    POWER-16-SCHED-04 provided battery energy

    5.5 kWh

  • Allowable detour delay

    allowable_detour_delay_s

    TTC-16-PLAN-04 allowable detour delay

    75 s

  • Estimated detour delay

    estimated_detour_delay_s

    TTC-16-PLAN-04 estimated detour delay

    62 s

Scored outputs

12 outputs

Pedestrian clearance time s

pedestrian_clearance_time_s

Temporary pedestrian clearance time

Scores if within ±3% of the reference value.

Pedestrian clearance margin s

pedestrian_clearance_margin_s

Provided clearance minus required clearance

Scores if within ±3% of the reference value.

Required vms legibility distance

required_vms_legibility_distance_m

Required VMS legibility distance

Scores if within ±3% of the reference value.

Vms legibility margin

vms_legibility_margin_m

Available viewing distance minus required legibility distance

Scores if within ±3% of the reference value.

Network load mbps

network_load_mbps

Total staged ITS network load

Scores if within ±3% of the reference value.

Network headroom mbps

network_headroom_mbps

Network capacity minus load

Scores if within ±3% of the reference value.

Poe load w

poe_load_w

Total staged PoE load

Scores if within ±3% of the reference value.

Poe headroom w

poe_headroom_w

PoE budget minus staged load

Scores if within ±3% of the reference value.

Battery required kwh

battery_required_kwh

Battery energy required for staged ITS backup

Scores if within ±3% of the reference value.

Battery margin kwh

battery_margin_kwh

Provided battery energy minus required battery energy

Scores if within ±3% of the reference value.

Detour delay margin s

detour_delay_margin_s

Allowable detour delay minus estimated delay

Scores if within ±3% of the reference value.

Overall pass score

overall_pass_score

1.0 when timing, VMS, network, PoE, battery, and delay checks pass

Scores if within ±0.1% of the reference value.

Difficulty

Each template is sampled at three tiers. Harder tiers may hide inputs, forcing the model to infer them from the scenario description.

All inputs remain visible at every tier

For this template, difficulty scales through parameter and scenario ranges rather than hidden information.

easy:
All source-pack values given for the SSC-16 staged ITS relocation package
medium:
All source-pack values given for the SSC-16 staged ITS relocation package
hard:
All source-pack values given for the SSC-16 staged ITS relocation package

Task bundle

The exact instruction and parameter contract used to generate this task, pinned to the published library source.

/workspace

  • instruction.md
  • staged-road-its-relocation-package_calc.py

Teal lines show Jinja input conditions, not task visibility policy. A line renders only when that input or tool is visible.

1You are a staged road and ITS engineer checking a task-owned synthetic SSC-16 package for temporary signals, VMS, CCTV, communications, power, and detour operation during construction.2 3Use only the task-owned synthetic source pack values shown below for numeric grading. External MUTCD, ITS, NTCIP, work-zone traffic, and temporary services workflows shape the context only; they are not extra data sources for this instance.4 5## Source Objects6 7- Product: `SSC-16-LH-04`8- Temporary traffic plan: `TTC-16-PLAN-04`9- Device relocation schedule: `DEVICE-16-RELOC-04`10- Signal timing sheet: `SIGNAL-16-TIMING-04`11- Network topology: `NET-16-TOPO-04`12- Power schedule: `POWER-16-SCHED-04`13- Stage operations memo: `MEMO-16-STAGEOPS-04`14 15## Source Values16 17| Item | Value |18|------|-------|19| Crossing width | {{ crossing_width_m }} m |20| Pedestrian walk speed | {{ pedestrian_walk_speed_m_s }} m/s |21| Pedestrian startup time | {{ pedestrian_startup_time_s }} s |22| Provided pedestrian clearance | {{ provided_ped_clearance_s }} s |23| VMS character height | {{ vms_character_height_mm }} mm |24| VMS legibility factor | {{ vms_legibility_factor_m_per_mm }} m/mm |25| Available VMS viewing distance | {{ available_vms_viewing_distance_m }} m |26| Signal controller data | {{ signal_controller_data_mbps }} Mbps |27| VMS data | {{ vms_data_mbps }} Mbps |28| CCTV data | {{ cctv_data_mbps }} Mbps |29| Detector data | {{ detector_data_mbps }} Mbps |30| Gateway overhead | {{ gateway_overhead_mbps }} Mbps |31| Network capacity | {{ network_capacity_mbps }} Mbps |32| CCTV PoE load | {{ cctv_poe_w }} W |33| Detector PoE load | {{ detector_poe_w }} W |34| Router PoE load | {{ router_poe_w }} W |35| VMS modem PoE load | {{ vms_modem_poe_w }} W |36| PoE budget | {{ poe_budget_w }} W |37| Signal controller load | {{ signal_controller_load_w }} W |38| VMS power load | {{ vms_power_load_w }} W |39| Battery backup duration | {{ battery_backup_hours }} h |40| Provided battery energy | {{ provided_battery_kwh }} kWh |41| Allowable detour delay | {{ allowable_detour_delay_s }} s |42| Estimated detour delay | {{ estimated_detour_delay_s }} s |43 44## Required Checks45 46- Pedestrian clearance time equals crossing width divided by walk speed plus startup time.47- VMS legibility distance equals character height times the source-owned legibility factor.48- Network and PoE loads are sums of the staged device schedule.49- Battery energy covers signal controller, VMS, and PoE load over the backup duration.50- Detour delay margin is allowable delay minus estimated delay.51 52## Output Format53 54Write a compact memo to `/workspace/output.md`. Include a source-boundary statement that this is a task-owned synthetic source pack, preserve the source object IDs above, and state whether the baseline checks pass.55 56Do not claim authority approval, accepted project evidence, software export validity, full standards compliance, executable source-pack hardening, generated benchmark readiness, or benchmark readiness.57 58Include a fenced JSON block with exactly these numeric keys:59 60```json61{62 "pedestrian_clearance_time_s": <numeric_value>,63 "pedestrian_clearance_margin_s": <numeric_value>,64 "required_vms_legibility_distance_m": <numeric_value>,65 "vms_legibility_margin_m": <numeric_value>,66 "network_load_mbps": <numeric_value>,67 "network_headroom_mbps": <numeric_value>,68 "poe_load_w": <numeric_value>,69 "poe_headroom_w": <numeric_value>,70 "battery_required_kwh": <numeric_value>,71 "battery_margin_kwh": <numeric_value>,72 "detour_delay_margin_s": <numeric_value>,73 "overall_pass_score": <numeric_value>74}75```76

Scenario archetypes

Each generated task is drawn from one of these realistic scenario bands.

Site contexts ground each scenario in a real locale the model can use to infer hidden values.

Ssc16 staged its case

ssc16_staged_its_case

Staged road and ITS relocation case

Parameter ranges
crossing_width_m
18
pedestrian_walk_speed_m_s
1.2
pedestrian_startup_time_s
3
provided_ped_clearance_s
22
vms_character_height_mm
320
vms_legibility_factor_m_per_mm
0.6
available_vms_viewing_distance_m
225
signal_controller_data_mbps
0.4
vms_data_mbps
1.2
cctv_data_mbps
6
detector_data_mbps
0.3
gateway_overhead_mbps
0.5
network_capacity_mbps
20
cctv_poe_w
18
detector_poe_w
8
router_poe_w
12
vms_modem_poe_w
9
poe_budget_w
90
signal_controller_load_w
120
vms_power_load_w
360
battery_backup_hours
8
provided_battery_kwh
5.5
allowable_detour_delay_s
75
estimated_detour_delay_s
62

Example task

ssc16-staged-its-case-preview — hard difficulty, all inputs given.

Staged road and ITS relocation case. Required outputs: pedestrian_clearance_time_s, pedestrian_clearance_margin_s, required_vms_legibility_distance_m, vms_legibility_margin_m, network_load_mbps, network_headroom_mbps

The model sees

Scenario context and visible inputs.

crossing_width_m
18 to 18 m
pedestrian_walk_speed_m_s
1.2 to 1.2 m/s
pedestrian_startup_time_s
3 to 3 s
provided_ped_clearance_s
22 to 22 s
vms_character_height_mm
320 to 320 mm
vms_legibility_factor_m_per_mm
0.6 to 0.6 m/mm
available_vms_viewing_distance_m
225 to 225 m
signal_controller_data_mbps
0.4 to 0.4 Mbps
vms_data_mbps
1.2 to 1.2 Mbps
cctv_data_mbps
6 to 6 Mbps
detector_data_mbps
0.3 to 0.3 Mbps
gateway_overhead_mbps
0.5 to 0.5 Mbps
network_capacity_mbps
20 to 20 Mbps
cctv_poe_w
18 to 18 W
detector_poe_w
8 to 8 W
router_poe_w
12 to 12 W
vms_modem_poe_w
9 to 9 W
poe_budget_w
90 to 90 W
signal_controller_load_w
120 to 120 W
vms_power_load_w
360 to 360 W
battery_backup_hours
8 to 8 h
provided_battery_kwh
5.5 to 5.5 kWh
allowable_detour_delay_s
75 to 75 s
estimated_detour_delay_s
62 to 62 s

Executable tool: staged-road-its-relocation-package_calc.py

The model must infer

Inputs withheld at this difficulty.

Nothing. All inputs are supplied.

The model must produce

The scored JSON answer schema.

{
  "pedestrian_clearance_time_s": <number>,
  "pedestrian_clearance_margin_s": <number>,
  "required_vms_legibility_distance_m": <number>,
  "vms_legibility_margin_m": <number>,
  "network_load_mbps": <number>,
  "network_headroom_mbps": <number>,
  "poe_load_w": <number>,
  "poe_headroom_w": <number>,
  "battery_required_kwh": <number>,
  "battery_margin_kwh": <number>,
  "detour_delay_margin_s": <number>,
  "overall_pass_score": <number>
}
  • pedestrian_clearance_time_s · scored within ±3%
  • pedestrian_clearance_margin_s · scored within ±3%
  • required_vms_legibility_distance_m · scored within ±3%
  • vms_legibility_margin_m · scored within ±3%
  • network_load_mbps · scored within ±3%
  • network_headroom_mbps · scored within ±3%
  • poe_load_w · scored within ±3%
  • poe_headroom_w · scored within ±3%
  • battery_required_kwh · scored within ±3%
  • battery_margin_kwh · scored within ±3%
  • detour_delay_margin_s · scored within ±3%
  • overall_pass_score · scored within ±0.1%