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

Multimodal Corridor Review Response Package

Calculates task-owned synthetic SSC-01 review-response metrics for changed chainage, HGL clearance, pedestrian clearance, VMS legibility, feeder voltage drop, and comment closeout.

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

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

22 inputs

Always given

Included directly in every task prompt.

22
Show 22 inputs
  • Original chainage

    original_chainage_m

    MARKUP-SSC01-008 original comment chainage

    1280 m
  • Revised chainage

    revised_chainage_m

    MARKUP-SSC01-008 revised comment chainage

    1292.5 m
  • Revised road level

    revised_road_level_m

    DRAIN-SSC01-008 revised road level

    42.35 m
  • Revised hgl

    revised_hgl_m

    DRAIN-SSC01-008 revised HGL

    42.02 m
  • Minimum hgl clearance

    minimum_hgl_clearance_mm

    DRAIN-SSC01-008 minimum HGL clearance

    150 mm
  • Pedestrian startup time

    pedestrian_startup_time_s

    SIG-SSC01-008 pedestrian startup allowance

    3 s
  • Revised crossing width

    revised_crossing_width_m

    SIG-SSC01-008 revised crossing width

    16 m
  • Pedestrian walk speed

    pedestrian_walk_speed_m_s

    SIG-SSC01-008 pedestrian walk speed

    1.2 m/s
  • Available ped clearance

    available_ped_clearance_s

    SIG-SSC01-008 available pedestrian clearance

    20 s
  • Vms character height

    vms_character_height_in

    FEED-SSC01-008 revised VMS character height

    10 in
  • Approach speed kmh

    approach_speed_kmh

    SIG-SSC01-008 revised approach speed

    50 km/h
  • Reading rate

    reading_rate_chars_s

    SIG-SSC01-008 reading rate

    4 chars/s
  • Revised message length

    revised_message_length_chars

    FEED-SSC01-008 revised VMS message length

    25 chars
  • Revised device load

    revised_device_load_w

    FEED-SSC01-008 revised connected device load

    760 W
  • Feeder length

    feeder_length_km

    FEED-SSC01-008 revised feeder length

    0.22 km
  • Conductor resistance

    conductor_resistance_ohm_km

    FEED-SSC01-008 conductor resistance

    0.5 ohm/km
  • Feeder voltage

    feeder_voltage_v

    FEED-SSC01-008 feeder voltage

    230 V
  • Power factor

    power_factor

    FEED-SSC01-008 load power factor

    0.9
  • Allowable voltage drop pct

    allowable_voltage_drop_pct

    FEED-SSC01-008 allowable voltage drop

    5 %
  • Review comments total

    review_comments_total

    REV-SSC01-008 total comments in the response batch

    6
  • Review comments closed

    review_comments_closed

    REV-SSC01-008 closed comments in the response batch

    6
  • Impacted calculation count

    impacted_calculation_count

    REV-SSC01-008 count of recalculations touched by the change

    5

Scored outputs

12 outputs

Changed chainage delta

changed_chainage_delta_m

Revised chainage minus original chainage

Scores if within ±3% of the reference value.

Hgl clearance

hgl_clearance_mm

Revised road level minus revised HGL

Scores if within ±50% of the reference value.

Hgl clearance margin

hgl_clearance_margin_mm

HGL clearance minus minimum required clearance

Scores if within ±50% of the reference value.

Ped clearance required s

ped_clearance_required_s

Required pedestrian clearance time

Scores if within ±3% of the reference value.

Ped clearance margin s

ped_clearance_margin_s

Available pedestrian clearance minus required clearance

Scores if within ±3% of the reference value.

Vms reading time s

vms_reading_time_s

Available VMS reading time

Scores if within ±3% of the reference value.

Vms message margin chars

vms_message_margin_chars

Readable character capacity minus revised message length

Scores if within ±3% of the reference value.

Feeder voltage drop

feeder_voltage_drop_percent

Voltage drop at revised device load

Scores if within ±3% of the reference value.

Voltage drop margin

voltage_drop_margin_percent

Allowable voltage drop minus computed voltage drop

Scores if within ±3% of the reference value.

Comment closeout

comment_closeout_percent

Closed comments divided by total comments

Scores if within ±3% of the reference value.

Impacted calculation count

impacted_calculation_count

Number of discipline calculations impacted by the review change

Scores if within ±1% of the reference value.

Overall pass score

overall_pass_score

1.0 when review-response drainage, timing, VMS, voltage, and comment checks pass

Scores if within ±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 visible
medium:
Same deterministic source-pack values with package-level aggregation
hard:
Same deterministic source-pack values with cross-discipline handoff checks

Task bundle

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

/workspace

  • instruction.md
  • multimodal-corridor-review-response-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 corridor package reviewer checking a task-owned synthetic SSC-01 multimodal corridor review response.2 3Use only the task-owned synthetic source pack values below for numeric grading. Road, drainage, traffic, ITS, and electrical review workflows shape the context only; they are not extra data sources for this instance.4 5## Scene6 7- Product: `SSC-01-LH-08`8- Review comment register: `REV-SSC01-008`9- Marked-up corridor plan: `MARKUP-SSC01-008`10- Revised drainage calculation: `DRAIN-SSC01-008`11- Revised signal and pedestrian timing sheet: `SIG-SSC01-008`12- Revised feeder schedule: `FEED-SSC01-008`13- Response memo: `MEMO-SSC01-008`14 15## Source Values16 17- Original and revised chainage: {{ original_chainage_m }} m and {{ revised_chainage_m }} m18- Revised road level and HGL: {{ revised_road_level_m }} m and {{ revised_hgl_m }} m19- Minimum HGL clearance: {{ minimum_hgl_clearance_mm }} mm20- Pedestrian startup, crossing width, walk speed, and available clearance: {{ pedestrian_startup_time_s }} s, {{ revised_crossing_width_m }} m, {{ pedestrian_walk_speed_m_s }} m/s, {{ available_ped_clearance_s }} s21- VMS character height, approach speed, reading rate, and message length: {{ vms_character_height_in }} in, {{ approach_speed_kmh }} km/h, {{ reading_rate_chars_s }} chars/s, {{ revised_message_length_chars }} chars22- Revised device load: {{ revised_device_load_w }} W23- Feeder length, resistance, voltage, power factor, and voltage-drop limit: {{ feeder_length_km }} km, {{ conductor_resistance_ohm_km }} ohm/km, {{ feeder_voltage_v }} V, {{ power_factor }}, {{ allowable_voltage_drop_pct }} %24- Review comments closed/total: {{ review_comments_closed }} / {{ review_comments_total }}25- Impacted calculations: {{ impacted_calculation_count }}26 27## Required Calculations28 29- Changed chainage delta is revised chainage minus original chainage.30- HGL clearance is revised road level minus revised HGL, converted to mm.31- Pedestrian clearance required is startup time plus crossing width divided by walk speed.32- VMS reading time is character height times 40 ft/in, converted to metres, divided by approach speed.33- Feeder voltage drop is `2 x length x resistance x current / voltage x 100`.34- Comment closeout percent is closed comments divided by total comments.35- Overall pass score is `1.0` only when drainage, pedestrian, VMS, voltage, and review-closeout checks pass.36 37Write a compact memo to `/workspace/output.md`. Include a source-boundary statement that this is a task-owned synthetic source pack. Preserve the source IDs above and state that the baseline source pack passes the current synthetic checks.38 39Do not claim authority approval, accepted project evidence, software export validity, full standards compliance, executable source-pack hardening, generated benchmark readiness, or benchmark readiness.40 41Include a fenced JSON block with exactly these numeric keys:42 43```json44{45 "changed_chainage_delta_m": <numeric_value>,46 "hgl_clearance_mm": <numeric_value>,47 "hgl_clearance_margin_mm": <numeric_value>,48 "ped_clearance_required_s": <numeric_value>,49 "ped_clearance_margin_s": <numeric_value>,50 "vms_reading_time_s": <numeric_value>,51 "vms_message_margin_chars": <numeric_value>,52 "feeder_voltage_drop_percent": <numeric_value>,53 "voltage_drop_margin_percent": <numeric_value>,54 "comment_closeout_percent": <numeric_value>,55 "impacted_calculation_count": <numeric_value>,56 "overall_pass_score": <numeric_value>57}58```59

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.

Ssc01 multimodal review

ssc01_multimodal_review

SSC-01 task-owned synthetic multimodal corridor review response package

multimodal-corridor-review-response
Parameter ranges

Example task

multimodal-corridor-review-response-ssc01-multimodal-review-previewhard difficulty, all inputs given.

SSC-01 task-owned synthetic multimodal corridor review response package. multimodal-corridor-review-response. Required outputs: changed_chainage_delta_m, hgl_clearance_mm, hgl_clearance_margin_mm, ped_clearance_required_s, ped_clearance_margin_s, vms_reading_time_s

The model sees

Scenario context and visible inputs.

original_chainage_m
1280 to 1280 m
revised_chainage_m
1292.5 to 1292.5 m
revised_road_level_m
42.35 to 42.35 m
revised_hgl_m
42.02 to 42.02 m
minimum_hgl_clearance_mm
150 to 150 mm
pedestrian_startup_time_s
3 to 3 s
revised_crossing_width_m
16 to 16 m
pedestrian_walk_speed_m_s
1.2 to 1.2 m/s
available_ped_clearance_s
20 to 20 s
vms_character_height_in
10 to 10 in
approach_speed_kmh
50 to 50 km/h
reading_rate_chars_s
4 to 4 chars/s
revised_message_length_chars
25 to 25 chars
revised_device_load_w
760 to 760 W
feeder_length_km
0.22 to 0.22 km
conductor_resistance_ohm_km
0.5 to 0.5 ohm/km
feeder_voltage_v
230 to 230 V
power_factor
0.9 to 0.9
allowable_voltage_drop_pct
5 to 5 %
review_comments_total
6 to 6
review_comments_closed
6 to 6
impacted_calculation_count
5 to 5

Executable tool: multimodal-corridor-review-response-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.

{
  "changed_chainage_delta_m": <number>,
  "hgl_clearance_mm": <number>,
  "hgl_clearance_margin_mm": <number>,
  "ped_clearance_required_s": <number>,
  "ped_clearance_margin_s": <number>,
  "vms_reading_time_s": <number>,
  "vms_message_margin_chars": <number>,
  "feeder_voltage_drop_percent": <number>,
  "voltage_drop_margin_percent": <number>,
  "comment_closeout_percent": <number>,
  "impacted_calculation_count": <number>,
  "overall_pass_score": <number>
}
  • changed_chainage_delta_m · scored within ±3%
  • hgl_clearance_mm · scored within ±50%
  • hgl_clearance_margin_mm · scored within ±50%
  • ped_clearance_required_s · scored within ±3%
  • ped_clearance_margin_s · scored within ±3%
  • vms_reading_time_s · scored within ±3%
  • vms_message_margin_chars · scored within ±3%
  • feeder_voltage_drop_percent · scored within ±3%
  • voltage_drop_margin_percent · scored within ±3%
  • comment_closeout_percent · scored within ±3%
  • impacted_calculation_count · scored within ±1%
  • overall_pass_score · scored within ±1%