Triple
T21722520
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Against All Odds |
E536195
|
entity |
| Predicate | screenwriter |
P2831
|
FINISHED |
| Object | Eric Hughes |
—
|
NE NERFINISHED |
How this triple was built (3 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: Eric Hughes | Statement: [Against All Odds, screenwriter, Eric Hughes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Eric Hughes Context triple: [Against All Odds, screenwriter, Eric Hughes]
-
A.
Eric Hughes
Eric Hughes is a mathematician, programmer, and privacy advocate best known as a co-founder of the cypherpunk movement and author of "A Cypherpunk's Manifesto."
-
B.
Ray Hughes
Ray Hughes is a wisecracking Chicago detective portrayed by Gregory Hines in the 1986 buddy-cop action-comedy film "Running Scared."
-
C.
Al Hughes
Al Hughes is the central character of the 1986 sitcom "The Redd Foxx Show," portrayed as a middle-aged man navigating family, work, and comedic everyday challenges.
-
D.
Jimmy Hughes
Jimmy Hughes is a central character on the sitcom "Yes, Dear," portrayed as a well-meaning but often overwhelmed young father and husband navigating everyday family chaos.
-
E.
Don Hughes
Don Hughes is a notable member of the Hughes family, recognized for his prominence within that lineage.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Eric Hughes Target entity description: Eric Hughes is an American screenwriter best known for writing the 1984 neo-noir romantic thriller film "Against All Odds."
-
A.
Eric Hughes
Eric Hughes is a mathematician, programmer, and privacy advocate best known as a co-founder of the cypherpunk movement and author of "A Cypherpunk's Manifesto."
-
B.
Ray Hughes
Ray Hughes is a wisecracking Chicago detective portrayed by Gregory Hines in the 1986 buddy-cop action-comedy film "Running Scared."
-
C.
Al Hughes
Al Hughes is the central character of the 1986 sitcom "The Redd Foxx Show," portrayed as a middle-aged man navigating family, work, and comedic everyday challenges.
-
D.
Jimmy Hughes
Jimmy Hughes is a central character on the sitcom "Yes, Dear," portrayed as a well-meaning but often overwhelmed young father and husband navigating everyday family chaos.
-
E.
Don Hughes
Don Hughes is a notable member of the Hughes family, recognized for his prominence within that lineage.
- F. None of above. chosen
Provenance (2 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_69e0c46c6dd88190a595375fa6ebd701 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69efd97032c08190820b87a288e77293 |
completed | April 27, 2026, 9:47 p.m. |
Created at: April 16, 2026, 6:47 p.m.