Triple

T5430181
Position Surface form Disambiguated ID Type / Status
Subject Joint Unmanned Combat Air Systems E121465 entity
Predicate successor P78 FINISHED
Object UCLASS
UCLASS (Unmanned Carrier-Launched Airborne Surveillance and Strike) was a U.S. Navy program to develop carrier-based unmanned aircraft for long-endurance intelligence, surveillance, reconnaissance, and strike missions.
 E519586 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: UCLASS | Statement: [Joint Unmanned Combat Air Systems, successor, UCLASS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: UCLASS
Context triple: [Joint Unmanned Combat Air Systems, successor, UCLASS]
  • A. Y class
    Y class is the standard economy fare class used by airlines, typically representing full-fare economy tickets with the least restrictions on changes and refunds.
  • B. UCLS
    UCLS is a renowned private day school in Chicago affiliated with the University of Chicago, known for its progressive education and strong academic programs from nursery through high school.
  • C. U5
    U5 is one of the lines of the Frankfurt U-Bahn rapid transit system in Frankfurt, Germany.
  • D. UFG
    UFG is the commonly used abbreviation for Ulchi Freedom Guardian, a large-scale annual joint military exercise conducted by South Korea and the United States.
  • E. UNIT
    UNIT is a fictional military intelligence organization in the Doctor Who universe that defends Earth from alien and supernatural 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: UCLASS
Triple: [Joint Unmanned Combat Air Systems, successor, UCLASS]
Generated description
UCLASS (Unmanned Carrier-Launched Airborne Surveillance and Strike) was a U.S. Navy program to develop carrier-based unmanned aircraft for long-endurance intelligence, surveillance, reconnaissance, and strike missions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: UCLASS
Target entity description: UCLASS (Unmanned Carrier-Launched Airborne Surveillance and Strike) was a U.S. Navy program to develop carrier-based unmanned aircraft for long-endurance intelligence, surveillance, reconnaissance, and strike missions.
  • A. Y class
    Y class is the standard economy fare class used by airlines, typically representing full-fare economy tickets with the least restrictions on changes and refunds.
  • B. UCLS
    UCLS is a renowned private day school in Chicago affiliated with the University of Chicago, known for its progressive education and strong academic programs from nursery through high school.
  • C. U5
    U5 is one of the lines of the Frankfurt U-Bahn rapid transit system in Frankfurt, Germany.
  • D. UFG
    UFG is the commonly used abbreviation for Ulchi Freedom Guardian, a large-scale annual joint military exercise conducted by South Korea and the United States.
  • E. UNIT
    UNIT is a fictional military intelligence organization in the Doctor Who universe that defends Earth from alien and supernatural 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_69bd463c65f0819082ee6483ab4b466a completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd883e5e10819091e159dfd245e94d completed March 20, 2026, 5:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf3ac6285081909afa6e91a023f6d5 completed March 22, 2026, 12:41 a.m.
NEDg Description generation batch_69bf3c43ffe88190b8d2a10ea8a9a455 completed March 22, 2026, 12:48 a.m.
NED2 Entity disambiguation (via description) batch_69bf3ce7d6388190a9cd22f76f4420e0 completed March 22, 2026, 12:50 a.m.
Created at: March 20, 2026, 2:06 p.m.