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

Dewatering Settlement Temporary Power Package

Calculates source-bound dewatering flow, pump power, generator headroom, settlement margin, battery backup, feeder current, and voltage-drop metrics from a deterministic SSC-16 task-owned source pack.

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

19 inputs

Always given

Included directly in every task prompt.

19
Show 19 inputs
  • Excavation area

    excavation_area_m2

    EXC-16-PLAN-03 excavation area

    520 m2
  • Drawdown

    drawdown_m

    GW-16-REC-03 required drawdown

    2.4 m
  • Hydraulic conductivity

    hydraulic_conductivity_m_day

    GW-16-REC-03 hydraulic conductivity

    0.8 m/day
  • Dewatering influence factor

    dewatering_influence_factor

    GW-16-REC-03 dewatering influence factor

    0.015
  • Pump head

    pump_head_m

    PUMP-16-SCHED-03 pump head

    18 m
  • Pump efficiency

    pump_efficiency

    PUMP-16-SCHED-03 pump efficiency

    0.62
  • Motor efficiency

    motor_efficiency

    PUMP-16-SCHED-03 motor efficiency

    0.9
  • Selected generator

    selected_generator_kw

    POWER-16-LAYOUT-03 selected temporary generator capacity

    12 kW
  • Compressible layer thickness

    compressible_layer_thickness_m

    SETTLE-16-MON-03 compressible layer thickness

    6 m
  • Consolidation strain

    consolidation_strain

    SETTLE-16-MON-03 consolidation strain

    0.0028
  • Allowable settlement

    allowable_settlement_mm

    SETTLE-16-MON-03 allowable settlement

    25 mm
  • Telemetry load

    telemetry_load_kw

    POWER-16-LAYOUT-03 monitoring telemetry load

    0.35 kW
  • Backup runtime

    backup_runtime_h

    POWER-16-LAYOUT-03 backup runtime

    6 h
  • Provided battery

    provided_battery_kwh

    POWER-16-LAYOUT-03 provided temporary battery energy

    36 kWh
  • Feeder voltage

    feeder_voltage_v

    POWER-16-LAYOUT-03 feeder voltage

    230 V
  • Feeder power factor

    feeder_power_factor

    POWER-16-LAYOUT-03 feeder power factor

    0.88
  • Feeder length

    feeder_length_km

    POWER-16-LAYOUT-03 feeder length

    0.08 km
  • Feeder resistance

    feeder_resistance_ohm_km

    POWER-16-LAYOUT-03 feeder resistance

    0.22 ohm/km
  • Allowed voltage drop

    allowed_voltage_drop_percent

    POWER-16-LAYOUT-03 allowed voltage drop

    5 percent

Scored outputs

12 outputs

Dewatering flow

dewatering_flow_l_s

Source-owned dewatering flow

Scores if within ±3% of the reference value.

Pump hydraulic power

pump_hydraulic_power_kw

Pump hydraulic power

Scores if within ±3% of the reference value.

Pump input power

pump_input_power_kw

Pump input power after pump and motor efficiency

Scores if within ±3% of the reference value.

Generator headroom

generator_headroom_kw

Selected generator capacity minus pump input power

Scores if within ±3% of the reference value.

Predicted settlement

predicted_settlement_mm

Predicted consolidation settlement

Scores if within ±3% of the reference value.

Settlement margin

settlement_margin_mm

Allowable settlement minus predicted settlement

Scores if within ±3% of the reference value.

Battery required kwh

battery_required_kwh

Backup battery energy required

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.

Feeder current

feeder_current_a

Pump temporary feeder current

Scores if within ±3% of the reference value.

Voltage drop

voltage_drop_percent

Temporary feeder voltage drop percentage

Scores if within ±3% of the reference value.

Voltage drop margin

voltage_drop_margin_percent

Allowed voltage drop minus calculated voltage drop

Scores if within ±3% of the reference value.

Overall pass score

overall_pass_score

1.0 when generator, settlement, battery, and voltage-drop 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 dewatering temporary power package
medium:
All source-pack values given for the SSC-16 dewatering temporary power package
hard:
All source-pack values given for the SSC-16 dewatering temporary power package

Task bundle

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

/workspace

  • instruction.md
  • dewatering-settlement-temporary-power-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 construction dewatering engineer checking a task-owned synthetic SSC-16 package for excavation drawdown, settlement risk, pump duty, temporary generator capacity, battery backup, and feeder voltage drop.2 3Use only the task-owned synthetic source pack values shown below for numeric grading. External dewatering, settlement, temporary power, and construction inspection workflows shape the context only; they are not extra data sources for this instance.4 5## Source Objects6 7- Product: `SSC-16-LH-03`8- Excavation plan: `EXC-16-PLAN-03`9- Groundwater record: `GW-16-REC-03`10- Settlement monitoring table: `SETTLE-16-MON-03`11- Pump schedule: `PUMP-16-SCHED-03`12- Temporary power layout: `POWER-16-LAYOUT-03`13- Dewatering memo: `MEMO-16-DEWATER-03`14 15## Source Values16 17| Item | Value |18|------|-------|19| Excavation area | {{ excavation_area_m2 }} m2 |20| Required drawdown | {{ drawdown_m }} m |21| Hydraulic conductivity | {{ hydraulic_conductivity_m_day }} m/day |22| Dewatering influence factor | {{ dewatering_influence_factor }} |23| Pump head | {{ pump_head_m }} m |24| Pump efficiency | {{ pump_efficiency }} |25| Motor efficiency | {{ motor_efficiency }} |26| Selected generator capacity | {{ selected_generator_kw }} kW |27| Compressible layer thickness | {{ compressible_layer_thickness_m }} m |28| Consolidation strain | {{ consolidation_strain }} |29| Allowable settlement | {{ allowable_settlement_mm }} mm |30| Telemetry load | {{ telemetry_load_kw }} kW |31| Backup runtime | {{ backup_runtime_h }} h |32| Provided battery capacity | {{ provided_battery_kwh }} kWh |33| Feeder voltage | {{ feeder_voltage_v }} V |34| Feeder power factor | {{ feeder_power_factor }} |35| Feeder length | {{ feeder_length_km }} km |36| Feeder resistance | {{ feeder_resistance_ohm_km }} ohm/km |37| Allowed voltage drop | {{ allowed_voltage_drop_percent }} percent |38 39## Required Checks40 41- Dewatering flow equals excavation area times drawdown times hydraulic conductivity times the source-owned influence factor.42- Hydraulic pump power uses `rho g Q H`; input power divides by pump and motor efficiency.43- Settlement equals layer thickness times consolidation strain.44- Battery energy covers pump input plus telemetry load for the backup runtime.45- Feeder voltage drop uses the source-owned single-phase temporary feeder convention.46 47## Output Format48 49Write 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.50 51Do not claim authority approval, accepted project evidence, software export validity, full standards compliance, executable source-pack hardening, generated benchmark readiness, or benchmark readiness.52 53Include a fenced JSON block with exactly these numeric keys:54 55```json56{57 "dewatering_flow_l_s": <numeric_value>,58 "pump_hydraulic_power_kw": <numeric_value>,59 "pump_input_power_kw": <numeric_value>,60 "generator_headroom_kw": <numeric_value>,61 "predicted_settlement_mm": <numeric_value>,62 "settlement_margin_mm": <numeric_value>,63 "battery_required_kwh": <numeric_value>,64 "battery_margin_kwh": <numeric_value>,65 "feeder_current_a": <numeric_value>,66 "voltage_drop_percent": <numeric_value>,67 "voltage_drop_margin_percent": <numeric_value>,68 "overall_pass_score": <numeric_value>69}70```71

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 dewatering power case

ssc16_dewatering_power_case

Dewatering, settlement, and temporary power case

Parameter ranges
excavation_area_m2
520
drawdown_m
2.4
hydraulic_conductivity_m_day
0.8
dewatering_influence_factor
0.015
pump_head_m
18
pump_efficiency
0.62
motor_efficiency
0.9
selected_generator_kw
12
compressible_layer_thickness_m
6
consolidation_strain
0.0028
allowable_settlement_mm
25
telemetry_load_kw
0.35
backup_runtime_h
6
provided_battery_kwh
36
feeder_voltage_v
230
feeder_power_factor
0.88
feeder_length_km
0.08
feeder_resistance_ohm_km
0.22
allowed_voltage_drop_percent
5

Example task

ssc16-dewatering-power-case-previewhard difficulty, all inputs given.

Dewatering, settlement, and temporary power case. Required outputs: dewatering_flow_l_s, pump_hydraulic_power_kw, pump_input_power_kw, generator_headroom_kw, predicted_settlement_mm, settlement_margin_mm

The model sees

Scenario context and visible inputs.

excavation_area_m2
520 to 520 m2
drawdown_m
2.4 to 2.4 m
hydraulic_conductivity_m_day
0.8 to 0.8 m/day
dewatering_influence_factor
0.015 to 0.015
pump_head_m
18 to 18 m
pump_efficiency
0.62 to 0.62
motor_efficiency
0.9 to 0.9
selected_generator_kw
12 to 12 kW
compressible_layer_thickness_m
6 to 6 m
consolidation_strain
0.0028 to 0.0028
allowable_settlement_mm
25 to 25 mm
telemetry_load_kw
0.35 to 0.35 kW
backup_runtime_h
6 to 6 h
provided_battery_kwh
36 to 36 kWh
feeder_voltage_v
230 to 230 V
feeder_power_factor
0.88 to 0.88
feeder_length_km
0.08 to 0.08 km
feeder_resistance_ohm_km
0.22 to 0.22 ohm/km
allowed_voltage_drop_percent
5 to 5 percent

Executable tool: dewatering-settlement-temporary-power-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.

{
  "dewatering_flow_l_s": <number>,
  "pump_hydraulic_power_kw": <number>,
  "pump_input_power_kw": <number>,
  "generator_headroom_kw": <number>,
  "predicted_settlement_mm": <number>,
  "settlement_margin_mm": <number>,
  "battery_required_kwh": <number>,
  "battery_margin_kwh": <number>,
  "feeder_current_a": <number>,
  "voltage_drop_percent": <number>,
  "voltage_drop_margin_percent": <number>,
  "overall_pass_score": <number>
}
  • dewatering_flow_l_s · scored within ±3%
  • pump_hydraulic_power_kw · scored within ±3%
  • pump_input_power_kw · scored within ±3%
  • generator_headroom_kw · scored within ±3%
  • predicted_settlement_mm · scored within ±3%
  • settlement_margin_mm · scored within ±3%
  • battery_required_kwh · scored within ±3%
  • battery_margin_kwh · scored within ±3%
  • feeder_current_a · scored within ±3%
  • voltage_drop_percent · scored within ±3%
  • voltage_drop_margin_percent · scored within ±3%
  • overall_pass_score · scored within ±0.1%