Triple

T17153527
Position Surface form Disambiguated ID Type / Status
Subject Newport News/Williamsburg International Airport E416281 entity
Predicate FAAcode P420 FINISHED
Object PHF
PHF is the three-letter FAA airport code for Newport News/Williamsburg International Airport in Virginia, United States.
E1252855 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: PHF | Statement: [Newport News/Williamsburg International Airport, FAAcode, PHF]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: PHF
Context triple: [Newport News/Williamsburg International Airport, FAAcode, PHF]
  • A. HPH
    HPH is the IATA airport code for Cat Bi International Airport serving Hai Phong, Vietnam.
  • B. FHP
    FHP is the state law enforcement agency responsible for highway safety and traffic enforcement across Florida’s roadways.
  • C. PH
    PH is the vehicle registration code used on license plates for vehicles registered in Ploiești, Romania.
  • D. PH
    PH is a postcode area in the United Kingdom covering Perth and surrounding parts of central and northern Scotland.
  • E. PHJH
    PHJH is the ICAO airport code for Kapalua Airport, a small regional airport serving the Kapalua area on the island of Maui in Hawaii.
  • 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: PHF
Triple: [Newport News/Williamsburg International Airport, FAAcode, PHF]
Generated description
PHF is the three-letter FAA airport code for Newport News/Williamsburg International Airport in Virginia, United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: PHF
Target entity description: PHF is the three-letter FAA airport code for Newport News/Williamsburg International Airport in Virginia, United States.
  • A. HPH
    HPH is the IATA airport code for Cat Bi International Airport serving Hai Phong, Vietnam.
  • B. FHP
    FHP is the state law enforcement agency responsible for highway safety and traffic enforcement across Florida’s roadways.
  • C. PH
    PH is the vehicle registration code used on license plates for vehicles registered in Ploiești, Romania.
  • D. PH
    PH is a postcode area in the United Kingdom covering Perth and surrounding parts of central and northern Scotland.
  • E. PHJH
    PHJH is the ICAO airport code for Kapalua Airport, a small regional airport serving the Kapalua area on the island of Maui in Hawaii.
  • 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_69d886d279c081909f8ff1f743ddeb69 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3f4092c40819096359ff90af16c3e completed April 18, 2026, 9:13 p.m.
NED1 Entity disambiguation (via context triple) batch_6a01415d19288190beb3c94da2ce8c0e completed May 11, 2026, 2:39 a.m.
NEDg Description generation batch_6a01422c0f088190b162c7086bc93585 completed May 11, 2026, 2:42 a.m.
NED2 Entity disambiguation (via description) batch_6a0142f274ec819081eb15a3ea0e1b13 completed May 11, 2026, 2:46 a.m.
Created at: April 10, 2026, 5:37 a.m.