Triple

T16739020
Position Surface form Disambiguated ID Type / Status
Subject Emergency Support Functions E406790 entity
Predicate hasComponent P35 FINISHED
Object ESF #3 – Public Works and Engineering
ESF #3 – Public Works and Engineering is a U.S. emergency support function that coordinates federal public works and engineering assistance, including infrastructure repair, debris removal, and restoration of essential services during disasters.
E1230768 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: ESF #3 – Public Works and Engineering | Statement: [Emergency Support Functions, hasComponent, ESF #3 – Public Works and Engineering]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ESF #3 – Public Works and Engineering
Context triple: [Emergency Support Functions, hasComponent, ESF #3 – Public Works and Engineering]
  • A. Public Works
    Public Works is a community-based theater program of The Public Theater that partners with local organizations to create large-scale, participatory productions featuring both professional artists and everyday New Yorkers.
  • 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. Public Works Engineering Department
    The Public Works Engineering Department is an academic unit specializing in civil and infrastructure engineering within the Faculty of Engineering at Mansoura University.
  • D. Public Works, the Environment and Urban Development
    Public Works, the Environment and Urban Development is a ministerial portfolio in the Government of Monaco responsible for infrastructure, environmental policy, and urban planning.
  • E. Civil Infrastructure Division
    The Civil Infrastructure Division is a specialized unit focused on planning, designing, and delivering large-scale public works and infrastructure projects such as roads, bridges, and utilities.
  • 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: ESF #3 – Public Works and Engineering
Triple: [Emergency Support Functions, hasComponent, ESF #3 – Public Works and Engineering]
Generated description
ESF #3 – Public Works and Engineering is a U.S. emergency support function that coordinates federal public works and engineering assistance, including infrastructure repair, debris removal, and restoration of essential services during disasters.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ESF #3 – Public Works and Engineering
Target entity description: ESF #3 – Public Works and Engineering is a U.S. emergency support function that coordinates federal public works and engineering assistance, including infrastructure repair, debris removal, and restoration of essential services during disasters.
  • A. Public Works
    Public Works is a community-based theater program of The Public Theater that partners with local organizations to create large-scale, participatory productions featuring both professional artists and everyday New Yorkers.
  • 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. Public Works Engineering Department
    The Public Works Engineering Department is an academic unit specializing in civil and infrastructure engineering within the Faculty of Engineering at Mansoura University.
  • D. Public Works, the Environment and Urban Development
    Public Works, the Environment and Urban Development is a ministerial portfolio in the Government of Monaco responsible for infrastructure, environmental policy, and urban planning.
  • E. Civil Infrastructure Division
    The Civil Infrastructure Division is a specialized unit focused on planning, designing, and delivering large-scale public works and infrastructure projects such as roads, bridges, and utilities.
  • 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_69d8838ffb088190a0b11149929006bf completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e39c3c808c8190b3300edeb7c7bca9 completed April 18, 2026, 2:59 p.m.
NED1 Entity disambiguation (via context triple) batch_6a009d50df9c81909452f330eb4336e4 completed May 10, 2026, 2:59 p.m.
NEDg Description generation batch_6a009e1aa6548190b77def9f74d3272a completed May 10, 2026, 3:02 p.m.
NED2 Entity disambiguation (via description) batch_6a009eb06d6481909914286301f9b4db completed May 10, 2026, 3:05 p.m.
Created at: April 10, 2026, 5:20 a.m.