Triple
T19127952
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heathers |
E468235
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Heather Chandler
Heather Chandler is the ruthless and ultra-popular leader of the high school clique in the dark comedy film and musical "Heathers."
|
E1359721
|
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: Heather Chandler | Statement: [Heathers, mainCharacter, Heather Chandler]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Heather Chandler Context triple: [Heathers, mainCharacter, Heather Chandler]
-
A.
Flora Chandler
Flora Chandler was the first wife of renowned American photographer Edward Weston and the mother of several of his children, who played a significant role in his early personal and artistic life.
-
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.
Charlene Tilton
Charlene Tilton is an American actress best known for her role as Lucy Ewing on the hit television series "Dallas."
-
D.
Nancy Teagarten
Nancy Teagarten is a central character in the comedy film "Drunk Parents," around whom much of the movie’s family and financial chaos revolves.
-
E.
Cheryl Frasier
Cheryl Frasier is a sweet-natured, somewhat naive beauty pageant contestant and close friend of FBI agent Gracie Hart in the Miss Congeniality film series.
- 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: Heather Chandler Triple: [Heathers, mainCharacter, Heather Chandler]
Generated description
Heather Chandler is the ruthless and ultra-popular leader of the high school clique in the dark comedy film and musical "Heathers."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Heather Chandler Target entity description: Heather Chandler is the ruthless and ultra-popular leader of the high school clique in the dark comedy film and musical "Heathers."
-
A.
Flora Chandler
Flora Chandler was the first wife of renowned American photographer Edward Weston and the mother of several of his children, who played a significant role in his early personal and artistic life.
-
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.
Charlene Tilton
Charlene Tilton is an American actress best known for her role as Lucy Ewing on the hit television series "Dallas."
-
D.
Nancy Teagarten
Nancy Teagarten is a central character in the comedy film "Drunk Parents," around whom much of the movie’s family and financial chaos revolves.
-
E.
Cheryl Frasier
Cheryl Frasier is a sweet-natured, somewhat naive beauty pageant contestant and close friend of FBI agent Gracie Hart in the Miss Congeniality film series.
- 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.