Triple
T9385691
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Expanse |
E225898
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object |
Daniel Abraham
Daniel Abraham is an American science fiction and fantasy author best known as one half of the writing duo James S. A. Corey behind the acclaimed space opera series The Expanse.
|
E796013
|
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: Daniel Abraham | Statement: [The Expanse, developer, Daniel Abraham]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Daniel Abraham Context triple: [The Expanse, developer, Daniel Abraham]
-
A.
Jeff Pearlman
Jeff Pearlman is an American sportswriter and author best known for his deeply reported, often controversial biographies of major sports figures and teams, including the Los Angeles Lakers dynasty that inspired the series "Winning Time."
-
B.
Aaron M. Powell
Aaron M. Powell was a 19th-century American abolitionist and reformer who played a leading role in anti-slavery and social justice movements.
-
C.
Damon Quinn
Damon Quinn is a Northern Irish actor, comedian, and producer best known as a member of the comedy troupe Hole in the Wall Gang and for his work on the satirical TV series "Give My Head Peace."
-
D.
Jeffrey Ford
Jeffrey Ford is a film editor known for his work on major blockbuster movies, including several entries in the Marvel Cinematic Universe.
-
E.
Michael Forsyth
Michael Forsyth is a British Conservative politician who served as Secretary of State for Scotland in the 1990s and was later elevated to the House of Lords.
- 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: Daniel Abraham Triple: [The Expanse, developer, Daniel Abraham]
Generated description
Daniel Abraham is an American science fiction and fantasy author best known as one half of the writing duo James S. A. Corey behind the acclaimed space opera series The Expanse.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Daniel Abraham Target entity description: Daniel Abraham is an American science fiction and fantasy author best known as one half of the writing duo James S. A. Corey behind the acclaimed space opera series The Expanse.
-
A.
Jeff Pearlman
Jeff Pearlman is an American sportswriter and author best known for his deeply reported, often controversial biographies of major sports figures and teams, including the Los Angeles Lakers dynasty that inspired the series "Winning Time."
-
B.
Aaron M. Powell
Aaron M. Powell was a 19th-century American abolitionist and reformer who played a leading role in anti-slavery and social justice movements.
-
C.
Damon Quinn
Damon Quinn is a Northern Irish actor, comedian, and producer best known as a member of the comedy troupe Hole in the Wall Gang and for his work on the satirical TV series "Give My Head Peace."
-
D.
Jeffrey Ford
Jeffrey Ford is a film editor known for his work on major blockbuster movies, including several entries in the Marvel Cinematic Universe.
-
E.
Michael Forsyth
Michael Forsyth is a British Conservative politician who served as Secretary of State for Scotland in the 1990s and was later elevated to the House of Lords.
- 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_69ca842e9dcc8190a264119e683cfe04 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd50d3964c8190b0353f56df755db8 |
completed | April 1, 2026, 5:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d100eb108c8190add5bacfea1f800a |
completed | April 4, 2026, 12:15 p.m. |
| NEDg | Description generation | batch_69d1017a36e0819091bd6d7bc75d1a97 |
completed | April 4, 2026, 12:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d10270f9948190bbf937089f88bacf |
completed | April 4, 2026, 12:22 p.m. |
Created at: March 30, 2026, 7:44 p.m.