Triple

T15244823
Position Surface form Disambiguated ID Type / Status
Subject Airport Improvement Program E364351 entity
Predicate replaced P101 FINISHED
Object Planning Grant Program
The Planning Grant Program was a former U.S. federal funding initiative that provided grants to airports for planning and development activities prior to being superseded by the Airport Improvement Program.
E1145561 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: Planning Grant Program | Statement: [Airport Improvement Program, replaced, Planning Grant Program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Planning Grant Program
Context triple: [Airport Improvement Program, replaced, Planning Grant Program]
  • A. Grants
    Grants is a small city in western New Mexico known historically for its uranium mining industry and location along historic Route 66.
  • B. High Priority Grant Program
    The High Priority Grant Program is a federal funding initiative that supports projects to improve commercial motor vehicle safety, enforcement, and technology across the United States.
  • C. Grants to States program
    The Grants to States program is a federal initiative that provides formula-based funding to U.S. state and territorial library administrative agencies to support statewide library services, innovation, and access to information.
  • D. Plan G
    Plan G is a popular Medicare Supplement (Medigap) insurance plan that helps cover most out-of-pocket costs not paid by Original Medicare, such as deductibles, copayments, and coinsurance.
  • E. Homeland Security Grant Program
    The Homeland Security Grant Program is a federal funding initiative that supports state, local, tribal, and territorial efforts to prevent, protect against, mitigate, respond to, and recover from acts of terrorism and other threats.
  • 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: Planning Grant Program
Triple: [Airport Improvement Program, replaced, Planning Grant Program]
Generated description
The Planning Grant Program was a former U.S. federal funding initiative that provided grants to airports for planning and development activities prior to being superseded by the Airport Improvement Program.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Planning Grant Program
Target entity description: The Planning Grant Program was a former U.S. federal funding initiative that provided grants to airports for planning and development activities prior to being superseded by the Airport Improvement Program.
  • A. Grants
    Grants is a small city in western New Mexico known historically for its uranium mining industry and location along historic Route 66.
  • B. High Priority Grant Program
    The High Priority Grant Program is a federal funding initiative that supports projects to improve commercial motor vehicle safety, enforcement, and technology across the United States.
  • C. Grants to States program
    The Grants to States program is a federal initiative that provides formula-based funding to U.S. state and territorial library administrative agencies to support statewide library services, innovation, and access to information.
  • D. Plan G
    Plan G is a popular Medicare Supplement (Medigap) insurance plan that helps cover most out-of-pocket costs not paid by Original Medicare, such as deductibles, copayments, and coinsurance.
  • E. Homeland Security Grant Program
    The Homeland Security Grant Program is a federal funding initiative that supports state, local, tribal, and territorial efforts to prevent, protect against, mitigate, respond to, and recover from acts of terrorism and other threats.
  • 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_69d85a0dde7481908fc64d1e82d5d20d completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e007f306f08190be448b215d6c9b6c completed April 15, 2026, 9:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fedd461cf08190a506aac2f0cec83a completed May 9, 2026, 7:07 a.m.
NEDg Description generation batch_69fedf6ee3f081909553078cd3e9d243 completed May 9, 2026, 7:17 a.m.
NED2 Entity disambiguation (via description) batch_69fee0016a088190ad87268e035f677e completed May 9, 2026, 7:19 a.m.
Created at: April 10, 2026, 3:13 a.m.