Triple

T9589513
Position Surface form Disambiguated ID Type / Status
Subject National Highway Performance Program E231380 entity
Predicate abbreviation P43 FINISHED
Object NHPP
NHPP is a U.S. federal funding program that supports the construction, maintenance, and improvement of major national highways and bridges.
 E808078 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: NHPP | Statement: [National Highway Performance Program, abbreviation, NHPP]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: NHPP
Context triple: [National Highway Performance Program, abbreviation, NHPP]
  • A. NDPP
    NDPP is the acronym for the NATO Defence Planning Process, the framework through which NATO allies coordinate and develop their collective defence capabilities and force planning.
  • B. NPP
    NPP is a U.S. Earth-observing environmental satellite that serves as a bridge between NASA’s Earth Observing System missions and the operational weather satellites of NOAA.
  • C. HPN
    HPN is the IATA airport code for Westchester County Airport, a regional airport serving Westchester County, New York and the surrounding area.
  • D. NIPP
    NIPP is a U.S. government framework that guides the protection and resilience of the nation’s critical infrastructure and key resources.
  • E. HPD
    HPD is New York City’s housing agency responsible for promoting affordable housing, enforcing housing quality standards, and preserving the city’s housing stock.
  • 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: NHPP
Triple: [National Highway Performance Program, abbreviation, NHPP]
Generated description
NHPP is a U.S. federal funding program that supports the construction, maintenance, and improvement of major national highways and bridges.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: NHPP
Target entity description: NHPP is a U.S. federal funding program that supports the construction, maintenance, and improvement of major national highways and bridges.
  • A. NDPP
    NDPP is the acronym for the NATO Defence Planning Process, the framework through which NATO allies coordinate and develop their collective defence capabilities and force planning.
  • B. NPP
    NPP is a U.S. Earth-observing environmental satellite that serves as a bridge between NASA’s Earth Observing System missions and the operational weather satellites of NOAA.
  • C. HPN
    HPN is the IATA airport code for Westchester County Airport, a regional airport serving Westchester County, New York and the surrounding area.
  • D. NIPP
    NIPP is a U.S. government framework that guides the protection and resilience of the nation’s critical infrastructure and key resources.
  • E. HPD
    HPD is New York City’s housing agency responsible for promoting affordable housing, enforcing housing quality standards, and preserving the city’s housing stock.
  • 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_69ca8482884481908eccdfdf64d6fbf7 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd99f1696c8190addf1a43544f2c18 completed April 1, 2026, 10:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69d161880adc819090a9be75ba2a1642 completed April 4, 2026, 7:07 p.m.
NEDg Description generation batch_69d161d569b88190a3d77bbe752e0c86 completed April 4, 2026, 7:09 p.m.
NED2 Entity disambiguation (via description) batch_69d162476bf481909a87057e4fd1dc11 completed April 4, 2026, 7:11 p.m.
Created at: March 30, 2026, 8:06 p.m.