Triple

T10515151
Position Surface form Disambiguated ID Type / Status
Subject Once Were Warriors E248011 entity
Predicate character P662 FINISHED
Object Grace Heke
Grace Heke is a central, tragic figure in the New Zealand film "Once Were Warriors," known as the sensitive and vulnerable daughter whose experiences expose the devastating impact of domestic violence and cultural disconnection on her Māori family.
E870864 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: Grace Heke | Statement: [Once Were Warriors, character, Grace Heke]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Grace Heke
Context triple: [Once Were Warriors, character, Grace Heke]
  • A. Beth Heke
    Beth Heke is the resilient yet long-suffering Māori matriarch at the center of Alan Duff’s novel and its film adaptation Once Were Warriors, whose struggle against domestic violence and poverty drives the story’s emotional core.
  • B. Grace Wahu
    Grace Wahu was the first wife of Jomo Kenyatta, Kenya’s founding president, and a notable early figure in his personal and political life.
  • C. Muriella Keith
    Muriella Keith was a Scottish noblewoman of the late 14th and early 15th centuries, notable for her marriage into the powerful Stewart dynasty.
  • D. Marigo Kehoe
    Marigo Kehoe is a British television producer and executive best known as a co-founder of the production company Left Bank Pictures, which has created acclaimed series such as "The Crown."
  • E. Faithe Herman
    Faithe Herman is an American child actress best known for her role as Darla Dudley in the DC superhero film "Shazam!" and for her work on the television series "This Is Us."
  • 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: Grace Heke
Triple: [Once Were Warriors, character, Grace Heke]
Generated description
Grace Heke is a central, tragic figure in the New Zealand film "Once Were Warriors," known as the sensitive and vulnerable daughter whose experiences expose the devastating impact of domestic violence and cultural disconnection on her Māori family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Grace Heke
Target entity description: Grace Heke is a central, tragic figure in the New Zealand film "Once Were Warriors," known as the sensitive and vulnerable daughter whose experiences expose the devastating impact of domestic violence and cultural disconnection on her Māori family.
  • A. Beth Heke
    Beth Heke is the resilient yet long-suffering Māori matriarch at the center of Alan Duff’s novel and its film adaptation Once Were Warriors, whose struggle against domestic violence and poverty drives the story’s emotional core.
  • B. Grace Wahu
    Grace Wahu was the first wife of Jomo Kenyatta, Kenya’s founding president, and a notable early figure in his personal and political life.
  • C. Muriella Keith
    Muriella Keith was a Scottish noblewoman of the late 14th and early 15th centuries, notable for her marriage into the powerful Stewart dynasty.
  • D. Marigo Kehoe
    Marigo Kehoe is a British television producer and executive best known as a co-founder of the production company Left Bank Pictures, which has created acclaimed series such as "The Crown."
  • E. Faithe Herman
    Faithe Herman is an American child actress best known for her role as Darla Dudley in the DC superhero film "Shazam!" and for her work on the television series "This Is Us."
  • 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_69d381c4aa948190942e1d803143fb0e completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d509cbacb08190a446c864b97823ad completed April 7, 2026, 1:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69d933e4ae048190be51a02c571fab8b completed April 10, 2026, 5:31 p.m.
NEDg Description generation batch_69d93802a4488190aa86ae209650d4e7 completed April 10, 2026, 5:48 p.m.
NED2 Entity disambiguation (via description) batch_69d938fcc3c48190a4acaaf75c1aa304 completed April 10, 2026, 5:53 p.m.
Created at: April 6, 2026, 12:27 p.m.