Triple

T1064189
Position Surface form Disambiguated ID Type / Status
Subject Federal Works Agency E22972 entity
Predicate hasPart P35 FINISHED
Object Public Roads Bureau
The Public Roads Bureau was a U.S. federal agency responsible for planning, constructing, and improving the nation’s highway and road infrastructure.
E6998 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: Public Roads Bureau | Statement: [Federal Works Agency, hasPart, Public Roads Bureau]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Roads Bureau
Context triple: [Federal Works Agency, hasPart, Public Roads Bureau]
  • A. Federal Highway Administration
    The Federal Highway Administration is a U.S. government agency responsible for supporting the construction, maintenance, and safety of the nation’s highway and road systems.
  • B. Roads and Transport Authority
    The Roads and Transport Authority is Dubai’s government agency responsible for planning, operating, and regulating the emirate’s public transport systems and road infrastructure.
  • C. General Directorate of Traffic
    The General Directorate of Traffic is the national authority within Egypt’s police structure responsible for regulating road traffic, enforcing driving laws, and overseeing vehicle and driver licensing across the country.
  • D. Office of Highway Safety
    The Office of Highway Safety is a division of the National Transportation Safety Board responsible for investigating road transportation accidents and developing recommendations to improve highway safety.
  • E. Norwegian Public Roads Administration
    The Norwegian Public Roads Administration is the national government agency responsible for planning, building, operating, and maintaining Norway’s public road network and related traffic services.
  • 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: Public Roads Bureau
Triple: [Federal Works Agency, hasPart, Public Roads Bureau]
Generated description
The Public Roads Bureau was a U.S. federal agency responsible for planning, constructing, and improving the nation’s highway and road infrastructure.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Roads Bureau
Target entity description: The Public Roads Bureau was a U.S. federal agency responsible for planning, constructing, and improving the nation’s highway and road infrastructure.
  • A. Federal Highway Administration chosen
    The Federal Highway Administration is a U.S. government agency responsible for supporting the construction, maintenance, and safety of the nation’s highway and road systems.
  • B. Roads and Transport Authority
    The Roads and Transport Authority is Dubai’s government agency responsible for planning, operating, and regulating the emirate’s public transport systems and road infrastructure.
  • C. General Directorate of Traffic
    The General Directorate of Traffic is the national authority within Egypt’s police structure responsible for regulating road traffic, enforcing driving laws, and overseeing vehicle and driver licensing across the country.
  • D. Office of Highway Safety
    The Office of Highway Safety is a division of the National Transportation Safety Board responsible for investigating road transportation accidents and developing recommendations to improve highway safety.
  • E. Norwegian Public Roads Administration
    The Norwegian Public Roads Administration is the national government agency responsible for planning, building, operating, and maintaining Norway’s public road network and related traffic services.
  • F. None of above.

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_69a493dada0481909c43649f9843ea91 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b8f85cc08190ae03ac6c84936cc5 completed March 1, 2026, 10:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac538856b481908d6a25ee05fb4885 completed March 7, 2026, 4:34 p.m.
NEDg Description generation batch_69ac544fc41881908daff6b313622619 completed March 7, 2026, 4:37 p.m.
NED2 Entity disambiguation (via description) batch_69ac5526679081909c9f7458bd316ff6 completed March 7, 2026, 4:41 p.m.
Created at: March 1, 2026, 7:42 p.m.