Triple
T2894371
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Heart Is a Lonely Hunter |
E63901
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Biff Brannon
Biff Brannon is a thoughtful, observant café owner in Carson McCullers’ novel "The Heart Is a Lonely Hunter," known for his quiet compassion and reflective nature.
|
E308221
|
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: Biff Brannon | Statement: [The Heart Is a Lonely Hunter, mainCharacter, Biff Brannon]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Biff Brannon Context triple: [The Heart Is a Lonely Hunter, mainCharacter, Biff Brannon]
-
A.
Paul Bransom
Paul Bransom was an American illustrator and wildlife artist best known for his detailed animal drawings in early 20th-century books and magazines.
-
B.
Ryan Bingham
Ryan Bingham is the corporate downsizer and frequent flyer protagonist of the film "Up in the Air," known for his detached lifestyle and constant business travel.
-
C.
Rob McClanahan
Rob McClanahan is a former American ice hockey forward best known for his key role on the "Miracle on Ice" 1980 U.S. Olympic team and subsequent NHL career.
-
D.
Ed Masterson
Ed Masterson was an American lawman and marshal in the Old West, best known for his role in Dodge City, Kansas, and as the brother of famed gunfighter and lawman Bat Masterson.
-
E.
Trai Byers
Trai Byers is an American actor best known for his role as Andre Lyon on the television drama series "Empire."
- 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: Biff Brannon Triple: [The Heart Is a Lonely Hunter, mainCharacter, Biff Brannon]
Generated description
Biff Brannon is a thoughtful, observant café owner in Carson McCullers’ novel "The Heart Is a Lonely Hunter," known for his quiet compassion and reflective nature.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Biff Brannon Target entity description: Biff Brannon is a thoughtful, observant café owner in Carson McCullers’ novel "The Heart Is a Lonely Hunter," known for his quiet compassion and reflective nature.
-
A.
Paul Bransom
Paul Bransom was an American illustrator and wildlife artist best known for his detailed animal drawings in early 20th-century books and magazines.
-
B.
Ryan Bingham
Ryan Bingham is the corporate downsizer and frequent flyer protagonist of the film "Up in the Air," known for his detached lifestyle and constant business travel.
-
C.
Rob McClanahan
Rob McClanahan is a former American ice hockey forward best known for his key role on the "Miracle on Ice" 1980 U.S. Olympic team and subsequent NHL career.
-
D.
Ed Masterson
Ed Masterson was an American lawman and marshal in the Old West, best known for his role in Dodge City, Kansas, and as the brother of famed gunfighter and lawman Bat Masterson.
-
E.
Trai Byers
Trai Byers is an American actor best known for his role as Andre Lyon on the television drama series "Empire."
- 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_69ab4c45822c8190830c5f2bb97bcfd0 |
completed | March 6, 2026, 9:51 p.m. |
| NER | Named-entity recognition | batch_69abe063de6c8190bce9ddefd1dd62e1 |
completed | March 7, 2026, 8:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b031814764819096a1664b468ec817 |
completed | March 10, 2026, 2:58 p.m. |
| NEDg | Description generation | batch_69b03206ad288190aaa97a9379f3438c |
completed | March 10, 2026, 3 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0398b955c81909c6155706f4b90e9 |
completed | March 10, 2026, 3:32 p.m. |
Created at: March 6, 2026, 10:07 p.m.