Triple

T7256400
Position Surface form Disambiguated ID Type / Status
Subject National Highway network of India E157732 entity
Predicate administeredBy P86 FINISHED
Object state Public Works Departments
State Public Works Departments are government agencies in Indian states responsible for planning, constructing, and maintaining public infrastructure such as roads, bridges, and government buildings.
E652163 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: state Public Works Departments | Statement: [National Highway network of India, administeredBy, state Public Works Departments]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: state Public Works Departments
Context triple: [National Highway network of India, administeredBy, state Public Works Departments]
  • A. Department of Public Works
    The Department of Public Works is a local government agency responsible for planning, building, and maintaining public infrastructure and services such as roads, facilities, and environmental management within Prince William County.
  • B. Public Works Administration
    The Public Works Administration was a major U.S. New Deal agency that funded large-scale public construction projects to stimulate economic recovery and create jobs during the Great Depression.
  • C. Central Public Works Department
    The Central Public Works Department is a premier Indian government agency responsible for the planning, construction, and maintenance of public infrastructure and buildings across the country.
  • D. Directorate of Public Works
    The Directorate of Public Works is the U.S. Army Garrison West Point office responsible for planning, maintaining, and managing the installation’s infrastructure, facilities, and environmental services.
  • E. state departments of transportation
    State departments of transportation are U.S. state-level government agencies responsible for planning, building, and maintaining public transportation infrastructure such as highways, roads, and bridges.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: state Public Works Departments
Triple: [National Highway network of India, administeredBy, state Public Works Departments]
Generated description
State Public Works Departments are government agencies in Indian states responsible for planning, constructing, and maintaining public infrastructure such as roads, bridges, and government buildings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: state Public Works Departments
Target entity description: State Public Works Departments are government agencies in Indian states responsible for planning, constructing, and maintaining public infrastructure such as roads, bridges, and government buildings.
  • A. Department of Public Works
    The Department of Public Works is a local government agency responsible for planning, building, and maintaining public infrastructure and services such as roads, facilities, and environmental management within Prince William County.
  • B. Public Works Administration
    The Public Works Administration was a major U.S. New Deal agency that funded large-scale public construction projects to stimulate economic recovery and create jobs during the Great Depression.
  • C. Central Public Works Department
    The Central Public Works Department is a premier Indian government agency responsible for the planning, construction, and maintenance of public infrastructure and buildings across the country.
  • D. Directorate of Public Works
    The Directorate of Public Works is the U.S. Army Garrison West Point office responsible for planning, maintaining, and managing the installation’s infrastructure, facilities, and environmental services.
  • E. state departments of transportation
    State departments of transportation are U.S. state-level government agencies responsible for planning, building, and maintaining public transportation infrastructure such as highways, roads, and bridges.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69c6882d81d4819085f7ff862951ee4f completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6eaa274bc8190b017b71583711453 completed March 27, 2026, 8:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7d3b541708190b66233813b167453 completed March 28, 2026, 1:12 p.m.
NEDg Description generation batch_69c7d44e67848190ac52eca99ef18f28 completed March 28, 2026, 1:14 p.m.
NED2 Entity disambiguation (via description) batch_69c7d4fc837c81909827352be19f64b4 completed March 28, 2026, 1:17 p.m.
Created at: March 27, 2026, 2:57 p.m.