Triple

T3671699
Position Surface form Disambiguated ID Type / Status
Subject Praise (film) E77894 entity
Predicate screenwriter P2831 FINISHED
Object Andrew McGahan
Andrew McGahan was an acclaimed Australian novelist and screenwriter known for his darkly comic and socially incisive works, including the Miles Franklin Award–winning novel "The White Earth."
E383455 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: Andrew McGahan | Statement: [Praise (film), screenwriter, Andrew McGahan]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Andrew McGahan
Context triple: [Praise (film), screenwriter, Andrew McGahan]
  • A. Neil McEvoy
    Neil McEvoy is a Canadian football executive best known for serving in senior football operations and personnel roles, including general manager, with the BC Lions of the Canadian Football League.
  • B. Paul McGinness
    Paul McGinness was an Australian aviator and World War I flying ace best known as one of the co-founders of Qantas Airways.
  • C. Michael Whelan
    Michael Whelan is an acclaimed American artist best known for his influential science fiction and fantasy book and album cover illustrations.
  • D. Stephen McCauley
    Stephen McCauley is an American novelist known for his witty, character-driven fiction exploring contemporary relationships and urban life.
  • E. Douglas McGrath
    Douglas McGrath was an American screenwriter, director, and actor known for his literary adaptations and collaborations with Woody Allen.
  • 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: Andrew McGahan
Triple: [Praise (film), screenwriter, Andrew McGahan]
Generated description
Andrew McGahan was an acclaimed Australian novelist and screenwriter known for his darkly comic and socially incisive works, including the Miles Franklin Award–winning novel "The White Earth."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Andrew McGahan
Target entity description: Andrew McGahan was an acclaimed Australian novelist and screenwriter known for his darkly comic and socially incisive works, including the Miles Franklin Award–winning novel "The White Earth."
  • A. Neil McEvoy
    Neil McEvoy is a Canadian football executive best known for serving in senior football operations and personnel roles, including general manager, with the BC Lions of the Canadian Football League.
  • B. Paul McGinness
    Paul McGinness was an Australian aviator and World War I flying ace best known as one of the co-founders of Qantas Airways.
  • C. Michael Whelan
    Michael Whelan is an acclaimed American artist best known for his influential science fiction and fantasy book and album cover illustrations.
  • D. Stephen McCauley
    Stephen McCauley is an American novelist known for his witty, character-driven fiction exploring contemporary relationships and urban life.
  • E. Douglas McGrath
    Douglas McGrath was an American screenwriter, director, and actor known for his literary adaptations and collaborations with Woody Allen.
  • 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_69ad85e083008190b2e1b7085fe500bd completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc42de1bc819090e19dd0805f13a1 completed March 8, 2026, 6:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4dafd43b081908c7ff89e0f55bb5a completed March 14, 2026, 3:50 a.m.
NEDg Description generation batch_69b4dc4ea4d8819088b5d6242220976e completed March 14, 2026, 3:55 a.m.
NED2 Entity disambiguation (via description) batch_69b4dcac6fdc81908998415ffe1aabaa completed March 14, 2026, 3:57 a.m.
Created at: March 8, 2026, 3:25 p.m.