Triple

T10846552
Position Surface form Disambiguated ID Type / Status
Subject Julia Cho E256023 entity
Predicate notableWork P4 FINISHED
Object BFE
BFE is a stage play by American playwright Julia Cho that explores themes of identity, family, and cultural alienation within a Korean American household.
 E889665 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: BFE | Statement: [Julia Cho, notableWork, BFE]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: BFE
Context triple: [Julia Cho, notableWork, BFE]
  • A. FBBE
    FBBE is the regulatory body responsible for overseeing bar admissions and character and fitness evaluations for prospective lawyers in the state of Florida.
  • B. BFC
    BFC is the common abbreviation for Brentford Football Club, a professional English football team based in West London.
  • C. BFC
    BFC is the abbreviation for British Forces Cyprus, the United Kingdom’s military presence and administrative structure on the island of Cyprus.
  • D. BEF
    The BEF was the British Army force deployed to France at the start of World War II, which fought in the early campaigns and was famously evacuated from Dunkirk in 1940.
  • E. Bf
    Bf is the aircraft designation prefix historically used for military aircraft designed or built by the German manufacturer Bayerische Flugzeugwerke, notably including early Messerschmitt fighters.
  • 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: BFE
Triple: [Julia Cho, notableWork, BFE]
Generated description
BFE is a stage play by American playwright Julia Cho that explores themes of identity, family, and cultural alienation within a Korean American household.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: BFE
Target entity description: BFE is a stage play by American playwright Julia Cho that explores themes of identity, family, and cultural alienation within a Korean American household.
  • A. FBBE
    FBBE is the regulatory body responsible for overseeing bar admissions and character and fitness evaluations for prospective lawyers in the state of Florida.
  • B. BFC
    BFC is the abbreviation for British Forces Cyprus, the United Kingdom’s military presence and administrative structure on the island of Cyprus.
  • C. BFC
    BFC is the common abbreviation for Brentford Football Club, a professional English football team based in West London.
  • D. BEF
    The BEF was the British Army force deployed to France at the start of World War II, which fought in the early campaigns and was famously evacuated from Dunkirk in 1940.
  • E. Bf
    Bf is the aircraft designation prefix historically used for military aircraft designed or built by the German manufacturer Bayerische Flugzeugwerke, notably including early Messerschmitt fighters.
  • 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_69d6aa81a5d08190aa86689061d1ddd2 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d750d132e081909c977b3dc4110ca4 completed April 9, 2026, 7:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69deb162d718819081fbc3a082672b4f completed April 14, 2026, 9:28 p.m.
NEDg Description generation batch_69dec255abb08190bf93573c41aa35e9 completed April 14, 2026, 10:40 p.m.
NED2 Entity disambiguation (via description) batch_69dec7c48c3c81909365b901830f0906 completed April 14, 2026, 11:03 p.m.
Created at: April 8, 2026, 9:20 p.m.