Triple

T10515149
Position Surface form Disambiguated ID Type / Status
Subject Once Were Warriors E248011 entity
Predicate character P662 FINISHED
Object 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.
 E868318 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: Beth Heke | Statement: [Once Were Warriors, character, Beth Heke]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Beth Heke
Context triple: [Once Were Warriors, character, Beth Heke]
  • A. Nadene Lomu
    Nadene Lomu is the widow of legendary New Zealand rugby union star Jonah Lomu and has been involved in managing his legacy and public affairs.
  • B. Marise La Noue
    Marise La Noue is the central female protagonist of the 1924 silent drama film "The Red Lily."
  • C. Keala Settle
    Keala Settle is an American singer and actress best known for her powerful, show-stopping performance of "This Is Me" in the musical film *The Greatest Showman*.
  • D. Nani Pelekai
    Nani Pelekai is Lilo's responsible older sister and legal guardian in Disney's "Lilo & Stitch," known for balancing her protective role with the challenges of caring for her unconventional family.
  • E. Kaori Mai Hart
    Kaori Mai Hart is the daughter of American comedian and actor Kevin Hart and his wife Eniko Parrish.
  • 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: Beth Heke
Triple: [Once Were Warriors, character, Beth Heke]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Beth Heke
Target entity description: 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.
  • A. Nadene Lomu
    Nadene Lomu is the widow of legendary New Zealand rugby union star Jonah Lomu and has been involved in managing his legacy and public affairs.
  • B. Marise La Noue
    Marise La Noue is the central female protagonist of the 1924 silent drama film "The Red Lily."
  • C. Keala Settle
    Keala Settle is an American singer and actress best known for her powerful, show-stopping performance of "This Is Me" in the musical film *The Greatest Showman*.
  • D. Nani Pelekai
    Nani Pelekai is Lilo's responsible older sister and legal guardian in Disney's "Lilo & Stitch," known for balancing her protective role with the challenges of caring for her unconventional family.
  • E. Kaori Mai Hart
    Kaori Mai Hart is the daughter of American comedian and actor Kevin Hart and his wife Eniko Parrish.
  • 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_69d90dfbd364819087c70d3b3580eb7a completed April 10, 2026, 2:49 p.m.
NEDg Description generation batch_69d9107dc8448190998c4044f68a775e completed April 10, 2026, 3 p.m.
NED2 Entity disambiguation (via description) batch_69d911e7d2dc8190a67b2513607fdf98 completed April 10, 2026, 3:06 p.m.
Created at: April 6, 2026, 12:27 p.m.