Triple

T3887122
Position Surface form Disambiguated ID Type / Status
Subject United States Marine Corps aviation units E92967 entity
Predicate organizedAs P4786 FINISHED
Object Marine Fighter Attack Squadron
A Marine Fighter Attack Squadron is a United States Marine Corps aviation unit equipped and trained to conduct both air-to-air and air-to-ground combat missions.
 E400903 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: Marine Fighter Attack Squadron | Statement: [United States Marine Corps aviation units, organizedAs, Marine Fighter Attack Squadron]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marine Fighter Attack Squadron
Context triple: [United States Marine Corps aviation units, organizedAs, Marine Fighter Attack Squadron]
  • A. Marine Aircraft Group
    A Marine Aircraft Group is a United States Marine Corps aviation formation that commands and supports multiple aircraft squadrons and related support units.
  • B. Marine Aircraft Group 31
    Marine Aircraft Group 31 is a United States Marine Corps aviation unit that operates and supports fixed-wing aircraft as part of the 2nd Marine Aircraft Wing.
  • C. Marine Medium Tiltrotor Squadron
    A Marine Medium Tiltrotor Squadron is a United States Marine Corps aviation unit equipped with MV-22B Osprey aircraft to provide medium-lift assault support and transport capabilities.
  • D. Marine Aircraft Group 24
    Marine Aircraft Group 24 is a United States Marine Corps aviation unit based in Hawaii that provides combat-ready aircraft and aviation support for Marine air-ground task force operations.
  • E. Marine Aircraft Group 13
    Marine Aircraft Group 13 is a United States Marine Corps aviation unit that operates fixed-wing aircraft in support of Marine Air-Ground Task Force 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: Marine Fighter Attack Squadron
Triple: [United States Marine Corps aviation units, organizedAs, Marine Fighter Attack Squadron]
Generated description
A Marine Fighter Attack Squadron is a United States Marine Corps aviation unit equipped and trained to conduct both air-to-air and air-to-ground combat missions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Marine Fighter Attack Squadron
Target entity description: A Marine Fighter Attack Squadron is a United States Marine Corps aviation unit equipped and trained to conduct both air-to-air and air-to-ground combat missions.
  • A. Marine Aircraft Group
    A Marine Aircraft Group is a United States Marine Corps aviation formation that commands and supports multiple aircraft squadrons and related support units.
  • B. Marine Aircraft Group 31
    Marine Aircraft Group 31 is a United States Marine Corps aviation unit that operates and supports fixed-wing aircraft as part of the 2nd Marine Aircraft Wing.
  • C. Marine Medium Tiltrotor Squadron
    A Marine Medium Tiltrotor Squadron is a United States Marine Corps aviation unit equipped with MV-22B Osprey aircraft to provide medium-lift assault support and transport capabilities.
  • D. Marine Aircraft Group 24
    Marine Aircraft Group 24 is a United States Marine Corps aviation unit based in Hawaii that provides combat-ready aircraft and aviation support for Marine air-ground task force operations.
  • E. Marine Aircraft Group 13
    Marine Aircraft Group 13 is a United States Marine Corps aviation unit that operates fixed-wing aircraft in support of Marine Air-Ground Task Force 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_69aed9697de0819087c2559295ff3d12 completed March 9, 2026, 2:30 p.m.
NER Named-entity recognition batch_69aeecabe3548190a5cbf9d0af0bcfb6 completed March 9, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69b533788a70819089d028cee84a7e87 completed March 14, 2026, 10:07 a.m.
NEDg Description generation batch_69b53404294881908a91dced77133b57 completed March 14, 2026, 10:10 a.m.
NED2 Entity disambiguation (via description) batch_69b53482a40c8190bd62b0bc8df92c0c completed March 14, 2026, 10:12 a.m.
Created at: March 9, 2026, 3:20 p.m.