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.