Triple
T19127959
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heathers |
E468235
|
entity |
| Predicate | castMember |
P1668
|
FINISHED |
| Object | Kim Walker |
—
|
NE NERFINISHED |
How this triple was built (3 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: Kim Walker | Statement: [Heathers, castMember, Kim Walker]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kim Walker Context triple: [Heathers, castMember, Kim Walker]
-
A.
Tonette Walker
Tonette Walker is an American public figure and former First Lady of Wisconsin, known for her advocacy work and marriage to former Governor Scott Walker.
-
B.
Detta Walker
Detta Walker is a fierce and volatile alternate personality of Susannah Dean in Stephen King’s The Dark Tower series.
-
C.
Valerie Walker
Valerie Walker is a former standout basketball player recognized for her contributions to the Cheyney State Lady Wolves program.
-
D.
Cheryl Crabtree Walker
Cheryl Crabtree Walker is the mother of the late American actor Paul Walker, known for his role in the "Fast & Furious" film franchise.
-
E.
Renee Walker
Renee Walker is a fictional FBI agent and counterterrorism analyst from the television series "24," known for her intense dedication and morally complex decisions.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kim Walker Target entity description: Kim Walker was an American actress best known for playing Heather Chandler in the cult dark comedy film "Heathers."
-
A.
Tonette Walker
Tonette Walker is an American public figure and former First Lady of Wisconsin, known for her advocacy work and marriage to former Governor Scott Walker.
-
B.
Detta Walker
Detta Walker is a fierce and volatile alternate personality of Susannah Dean in Stephen King’s The Dark Tower series.
-
C.
Valerie Walker
Valerie Walker is a former standout basketball player recognized for her contributions to the Cheyney State Lady Wolves program.
-
D.
Cheryl Crabtree Walker
Cheryl Crabtree Walker is the mother of the late American actor Paul Walker, known for his role in the "Fast & Furious" film franchise.
-
E.
Renee Walker
Renee Walker is a fictional FBI agent and counterterrorism analyst from the television series "24," known for her intense dedication and morally complex decisions.
- F. None of above. chosen
Provenance (2 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_69d8dd0796a48190b34ce4cd9d3f3be5 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5e3ceb5808190b3b53d9e8df3605a |
completed | April 20, 2026, 8:29 a.m. |
Created at: April 10, 2026, 12:05 p.m.