Triple

T1819471
Position Surface form Disambiguated ID Type / Status
Subject Hurlburt Field E40509 entity
Predicate hostsAircraftType P6548 FINISHED
Object AC-130 gunship
The AC-130 gunship is a heavily armed, long-endurance ground-attack variant of the C-130 Hercules transport aircraft used by the U.S. Air Force for close air support, air interdiction, and force protection.
E204656 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: AC-130 gunship | Statement: [Hurlburt Field, hostsAircraftType, AC-130 gunship]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: AC-130 gunship
Context triple: [Hurlburt Field, hostsAircraftType, AC-130 gunship]
  • A. AC-7
    AC-7 was a class of Southern Pacific Railroad articulated steam locomotives of the distinctive cab-forward design used primarily for heavy freight service over mountainous routes.
  • B. A-10
    A-10 is the common abbreviation for the Atlantic 10 Conference, an NCAA Division I collegiate athletic conference primarily based on the East Coast of the United States.
  • C. C-27J Spartan aircraft
    The C-27J Spartan aircraft is a twin-engine tactical military transport plane known for its short takeoff and landing capability, rugged design, and versatile cargo and troop-carrying roles.
  • D. Wildcat helicopter
    The Wildcat helicopter is a modern British military helicopter used for reconnaissance, attack, and maritime roles, notably operated by the UK’s Army Air Corps and Royal Navy.
  • E. CH-53E Super Stallion
    The CH-53E Super Stallion is a heavy-lift transport helicopter used by the U.S. Marine Corps for moving troops, vehicles, and equipment in demanding combat and support operations.
  • 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: AC-130 gunship
Triple: [Hurlburt Field, hostsAircraftType, AC-130 gunship]
Generated description
The AC-130 gunship is a heavily armed, long-endurance ground-attack variant of the C-130 Hercules transport aircraft used by the U.S. Air Force for close air support, air interdiction, and force protection.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: AC-130 gunship
Target entity description: The AC-130 gunship is a heavily armed, long-endurance ground-attack variant of the C-130 Hercules transport aircraft used by the U.S. Air Force for close air support, air interdiction, and force protection.
  • A. AC-7
    AC-7 was a class of Southern Pacific Railroad articulated steam locomotives of the distinctive cab-forward design used primarily for heavy freight service over mountainous routes.
  • B. A-10
    A-10 is the common abbreviation for the Atlantic 10 Conference, an NCAA Division I collegiate athletic conference primarily based on the East Coast of the United States.
  • C. C-27J Spartan aircraft
    The C-27J Spartan aircraft is a twin-engine tactical military transport plane known for its short takeoff and landing capability, rugged design, and versatile cargo and troop-carrying roles.
  • D. Wildcat helicopter
    The Wildcat helicopter is a modern British military helicopter used for reconnaissance, attack, and maritime roles, notably operated by the UK’s Army Air Corps and Royal Navy.
  • E. CH-53E Super Stallion
    The CH-53E Super Stallion is a heavy-lift transport helicopter used by the U.S. Marine Corps for moving troops, vehicles, and equipment in demanding combat and support operations.
  • 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_69a8864526c081908a3a4d74f689e2c5 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb0003d308190a024f8c03c5f5dad completed March 7, 2026, 4:56 a.m.
NED1 Entity disambiguation (via context triple) batch_69adbf629af48190a27fddc764e306a7 completed March 8, 2026, 6:26 p.m.
NEDg Description generation batch_69adc07e9ebc819082566cc98025b4ae completed March 8, 2026, 6:31 p.m.
NED2 Entity disambiguation (via description) batch_69adc1304a808190a999e71dfa39162a completed March 8, 2026, 6:34 p.m.
Created at: March 4, 2026, 7:32 p.m.