Triple

T945646
Position Surface form Disambiguated ID Type / Status
Subject Airco DH.4 E20407 entity
Predicate manufacturer P490 FINISHED
Object Airco
Airco was a British aircraft manufacturer best known for producing military aircraft during World War I, including the successful DH series of biplanes.
E111131 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: Airco | Statement: [Airco DH.4, manufacturer, Airco]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Airco
Context triple: [Airco DH.4, manufacturer, Airco]
  • A. Vickers-Armstrongs
    Vickers-Armstrongs was a major British engineering and armaments company best known for producing military aircraft, ships, and tanks during the first half of the 20th century.
  • B. Avro
    Avro is a row-oriented, schema-based data serialization format commonly used in big data processing and storage systems.
  • C. Morris Air
    Morris Air was a low-cost U.S. airline based in Utah that became notable for pioneering electronic ticketing before being acquired by Southwest Airlines in the 1990s.
  • D. Hawker Siddeley
    Hawker Siddeley was a major British aircraft manufacturing and engineering conglomerate known for producing military and civil aircraft during the mid-20th century.
  • E. Armstrong Whitworth
    Armstrong Whitworth was a major British engineering and armaments manufacturing company prominent in the late 19th and early 20th centuries, known for producing ships, aircraft, and heavy weaponry.
  • 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: Airco
Triple: [Airco DH.4, manufacturer, Airco]
Generated description
Airco was a British aircraft manufacturer best known for producing military aircraft during World War I, including the successful DH series of biplanes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Airco
Target entity description: Airco was a British aircraft manufacturer best known for producing military aircraft during World War I, including the successful DH series of biplanes.
  • A. Vickers-Armstrongs
    Vickers-Armstrongs was a major British engineering and armaments company best known for producing military aircraft, ships, and tanks during the first half of the 20th century.
  • B. Avro
    Avro is a row-oriented, schema-based data serialization format commonly used in big data processing and storage systems.
  • C. Morris Air
    Morris Air was a low-cost U.S. airline based in Utah that became notable for pioneering electronic ticketing before being acquired by Southwest Airlines in the 1990s.
  • D. Hawker Siddeley
    Hawker Siddeley was a major British aircraft manufacturing and engineering conglomerate known for producing military and civil aircraft during the mid-20th century.
  • E. Armstrong Whitworth
    Armstrong Whitworth was a major British engineering and armaments manufacturing company prominent in the late 19th and early 20th centuries, known for producing ships, aircraft, and heavy weaponry.
  • 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_69a493b0f2fc81908cd227480a5356a1 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b3a61b648190b1b6c932e047e161 completed March 1, 2026, 9:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69a826e7d55c8190b9b871caead76733 completed March 4, 2026, 12:34 p.m.
NEDg Description generation batch_69a845a793e08190892fe1a545095f62 completed March 4, 2026, 2:45 p.m.
NED2 Entity disambiguation (via description) batch_69a8463631608190a9ada5605e9625aa completed March 4, 2026, 2:48 p.m.
Created at: March 1, 2026, 7:40 p.m.