Triple
T12683550
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hesher |
E303006
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Paul Forney
Paul Forney is the troubled young protagonist of the 2010 dark comedy-drama film "Hesher," who struggles with grief and anger after the death of his mother.
|
E1019264
|
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: Paul Forney | Statement: [Hesher, mainCharacter, Paul Forney]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Paul Forney Context triple: [Hesher, mainCharacter, Paul Forney]
-
A.
Peter Forbath
Peter Forbath is an author best known for writing the memoir "Honorable Men: My Life in the CIA," which recounts experiences within the U.S. intelligence community.
-
B.
Peter Forney
Peter Forney was an early 19th-century American politician and iron manufacturer from North Carolina who served in the U.S. House of Representatives.
-
C.
Leon Barmore
Leon Barmore is a legendary women's college basketball coach best known for leading the Louisiana Tech Lady Techsters to national prominence and multiple NCAA championships.
-
D.
Charles Neblett
Charles Neblett is an American civil rights activist and singer best known as a founding member of the SNCC Freedom Singers, who used music to support and advance the 1960s Civil Rights Movement.
-
E.
Harvey Dunn
Harvey Dunn was an American painter and illustrator renowned for his powerful depictions of frontier life and war, and as a prominent teacher who helped shape early 20th-century American illustration.
- 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: Paul Forney Triple: [Hesher, mainCharacter, Paul Forney]
Generated description
Paul Forney is the troubled young protagonist of the 2010 dark comedy-drama film "Hesher," who struggles with grief and anger after the death of his mother.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Paul Forney Target entity description: Paul Forney is the troubled young protagonist of the 2010 dark comedy-drama film "Hesher," who struggles with grief and anger after the death of his mother.
-
A.
Peter Forbath
Peter Forbath is an author best known for writing the memoir "Honorable Men: My Life in the CIA," which recounts experiences within the U.S. intelligence community.
-
B.
Peter Forney
Peter Forney was an early 19th-century American politician and iron manufacturer from North Carolina who served in the U.S. House of Representatives.
-
C.
Leon Barmore
Leon Barmore is a legendary women's college basketball coach best known for leading the Louisiana Tech Lady Techsters to national prominence and multiple NCAA championships.
-
D.
Charles Neblett
Charles Neblett is an American civil rights activist and singer best known as a founding member of the SNCC Freedom Singers, who used music to support and advance the 1960s Civil Rights Movement.
-
E.
Harvey Dunn
Harvey Dunn was an American painter and illustrator renowned for his powerful depictions of frontier life and war, and as a prominent teacher who helped shape early 20th-century American illustration.
- 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_69d7bdee64a08190801c6d470aefd723 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d961d68358819095bdaab8adf1dcf0 |
completed | April 10, 2026, 8:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6d5ea02e08190b3be1fdfe86b4ee5 |
completed | May 3, 2026, 4:58 a.m. |
| NEDg | Description generation | batch_69f6d6e326408190b7906c7ea8e3ef85 |
completed | May 3, 2026, 5:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6d873b978819097962c82e8ffdac8 |
completed | May 3, 2026, 5:09 a.m. |
Created at: April 9, 2026, 5:21 p.m.