Triple
T22395647
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Empire Falls |
E553621
|
entity |
| Predicate | mainCharacter |
P1183
|
FINISHED |
| Object |
Max Roby
Max Roby is a central figure in Richard Russo’s novel "Empire Falls," known as the irascible, hard-drinking father of protagonist Miles Roby whose antics and stubborn independence provide much of the story’s humor and pathos.
|
E1533464
|
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: Max Roby | Statement: [Empire Falls, mainCharacter, Max Roby]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Max Roby Context triple: [Empire Falls, mainCharacter, Max Roby]
-
A.
David Robey
David Robey is the primary antagonist in the crime thriller film "Luther: The Fallen Sun," known for being a highly intelligent and sadistic tech-savvy serial killer who torments detective John Luther.
-
B.
Roby Marshall
Roby Marshall is the husband of American actress Tracey Gold, known for her role on the sitcom "Growing Pains."
-
C.
Mike Robe
Mike Robe is an American television director, writer, and producer known for his work on numerous TV movies and miniseries.
-
D.
Chris Sharrock
Chris Sharrock is an English rock drummer best known for his work with bands such as Oasis, The La's, and Robbie Williams.
-
E.
Andy Rouse
Andy Rouse is a renowned British touring car racing driver best known for his multiple championship titles and success in European and British touring car competitions.
- 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: Max Roby Triple: [Empire Falls, mainCharacter, Max Roby]
Generated description
Max Roby is a central figure in Richard Russo’s novel "Empire Falls," known as the irascible, hard-drinking father of protagonist Miles Roby whose antics and stubborn independence provide much of the story’s humor and pathos.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Max Roby Target entity description: Max Roby is a central figure in Richard Russo’s novel "Empire Falls," known as the irascible, hard-drinking father of protagonist Miles Roby whose antics and stubborn independence provide much of the story’s humor and pathos.
-
A.
David Robey
David Robey is the primary antagonist in the crime thriller film "Luther: The Fallen Sun," known for being a highly intelligent and sadistic tech-savvy serial killer who torments detective John Luther.
-
B.
Roby Marshall
Roby Marshall is the husband of American actress Tracey Gold, known for her role on the sitcom "Growing Pains."
-
C.
Mike Robe
Mike Robe is an American television director, writer, and producer known for his work on numerous TV movies and miniseries.
-
D.
Chris Sharrock
Chris Sharrock is an English rock drummer best known for his work with bands such as Oasis, The La's, and Robbie Williams.
-
E.
Andy Rouse
Andy Rouse is a renowned British touring car racing driver best known for his multiple championship titles and success in European and British touring car competitions.
- 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_69e11e4da7048190b4387d422a9a0de5 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f1585e84b081908c95ed3e0d987ed8 |
completed | April 29, 2026, 1:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0ae9c6ad5481909d8138fd1d05bcca |
completed | May 18, 2026, 10:28 a.m. |
| NEDg | Description generation | batch_6a0aea3e17208190a0f4977d4117e7fc |
completed | May 18, 2026, 10:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0aeaa0110c8190b796ea8d52471ca1 |
completed | May 18, 2026, 10:32 a.m. |
Created at: April 16, 2026, 8:45 p.m.