Triple
T19127967
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heathers |
E468235
|
entity |
| Predicate | characterPortrayed |
P1507
|
FINISHED |
| Object |
Kim Walker as Heather Chandler
Kim Walker as Heather Chandler refers to the actress’s iconic portrayal of the ruthless and popular leader of the Heathers clique in the 1988 dark comedy film "Heathers."
|
E1359726
|
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: Kim Walker as Heather Chandler | Statement: [Heathers, characterPortrayed, Kim Walker as Heather Chandler]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kim Walker as Heather Chandler Context triple: [Heathers, characterPortrayed, Kim Walker as Heather Chandler]
-
A.
Jessica Chandler
Jessica Chandler is a character in the novel and TV miniseries "Nine Perfect Strangers," one of the guests attending a mysterious wellness retreat where hidden tensions and personal struggles come to the surface.
-
B.
Susan Chandler
Susan Chandler is the protagonist of Mary Higgins Clark’s psychological suspense novel "You Belong to Me," a radio psychologist who becomes entangled in a dangerous murder investigation.
-
C.
Laura Roberts
Laura Roberts is known primarily as the wife of American television and film composer Earle Hagen.
-
D.
Debbi Morgan
Debbi Morgan is an American actress best known for her Emmy-winning role as Angie Hubbard on the soap opera "All My Children" and for her work in film and television spanning several decades.
-
E.
Vicki Harper
Vicki Harper is known as the former spouse of Australian film director Phillip Noyce.
- 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: Kim Walker as Heather Chandler Triple: [Heathers, characterPortrayed, Kim Walker as Heather Chandler]
Generated description
Kim Walker as Heather Chandler refers to the actress’s iconic portrayal of the ruthless and popular leader of the Heathers clique in the 1988 dark comedy film "Heathers."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kim Walker as Heather Chandler Target entity description: Kim Walker as Heather Chandler refers to the actress’s iconic portrayal of the ruthless and popular leader of the Heathers clique in the 1988 dark comedy film "Heathers."
-
A.
Jessica Chandler
Jessica Chandler is a character in the novel and TV miniseries "Nine Perfect Strangers," one of the guests attending a mysterious wellness retreat where hidden tensions and personal struggles come to the surface.
-
B.
Susan Chandler
Susan Chandler is the protagonist of Mary Higgins Clark’s psychological suspense novel "You Belong to Me," a radio psychologist who becomes entangled in a dangerous murder investigation.
-
C.
Laura Roberts
Laura Roberts is known primarily as the wife of American television and film composer Earle Hagen.
-
D.
Debbi Morgan
Debbi Morgan is an American actress best known for her Emmy-winning role as Angie Hubbard on the soap opera "All My Children" and for her work in film and television spanning several decades.
-
E.
Vicki Harper
Vicki Harper is known as the former spouse of Australian film director Phillip Noyce.
- 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_69d8dd0796a48190b34ce4cd9d3f3be5 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5e3ceb5808190b3b53d9e8df3605a |
completed | April 20, 2026, 8:29 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a05e67b296c81909818a4c71380fa98 |
completed | May 14, 2026, 3:12 p.m. |
| NEDg | Description generation | batch_6a05e9aaa85c81909bdc81145d415716 |
completed | May 14, 2026, 3:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a05ea46a9588190846c5a1b8f2bfc12 |
completed | May 14, 2026, 3:29 p.m. |
Created at: April 10, 2026, 12:05 p.m.