Triple
T18056122
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Twin Town |
E432043
|
entity |
| Predicate | hasWriter |
P4244
|
FINISHED |
| Object |
Paul Durden
Paul Durden is a Welsh screenwriter best known for co-writing the cult comedy film "Twin Town."
|
E1303928
|
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 Durden | Statement: [Twin Town, hasWriter, Paul Durden]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Paul Durden Context triple: [Twin Town, hasWriter, Paul Durden]
-
A.
Christopher Denham
Christopher Denham is an American actor and filmmaker known for his supporting roles in films such as Argo and Shutter Island, as well as his work in independent cinema and television.
-
B.
Stephen Orlac
Stephen Orlac is the tormented concert pianist in the 1935 horror film "Mad Love," whose transplanted hands drive him toward madness and violence.
-
C.
Caspian Vaughn
Caspian Vaughn is a son of German supermodel and actress Claudia Schiffer.
-
D.
Louis Osbourne
Louis Osbourne is a British DJ, producer, and media personality best known as the son of rock musician Ozzy Osbourne and for his appearances on the reality show "The Osbournes."
-
E.
Andy Starke
Andy Starke is a British film producer known for his work on distinctive independent and genre films, including projects with the production company Rook Films.
- 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 Durden Triple: [Twin Town, hasWriter, Paul Durden]
Generated description
Paul Durden is a Welsh screenwriter best known for co-writing the cult comedy film "Twin Town."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Paul Durden Target entity description: Paul Durden is a Welsh screenwriter best known for co-writing the cult comedy film "Twin Town."
-
A.
Christopher Denham
Christopher Denham is an American actor and filmmaker known for his supporting roles in films such as Argo and Shutter Island, as well as his work in independent cinema and television.
-
B.
Stephen Orlac
Stephen Orlac is the tormented concert pianist in the 1935 horror film "Mad Love," whose transplanted hands drive him toward madness and violence.
-
C.
Caspian Vaughn
Caspian Vaughn is a son of German supermodel and actress Claudia Schiffer.
-
D.
Louis Osbourne
Louis Osbourne is a British DJ, producer, and media personality best known as the son of rock musician Ozzy Osbourne and for his appearances on the reality show "The Osbournes."
-
E.
Andy Starke
Andy Starke is a British film producer known for his work on distinctive independent and genre films, including projects with the production company Rook Films.
- 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_69d8b906482481908183315b9ecf9994 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4c102d08081908d2419c898213400 |
completed | April 19, 2026, 11:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0356674d7c8190ac48575665c2364b |
completed | May 12, 2026, 4:33 p.m. |
| NEDg | Description generation | batch_6a0357eec5b48190b8e8c9fde80dcc65 |
completed | May 12, 2026, 4:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03586945708190ba31099fd01de79b |
completed | May 12, 2026, 4:42 p.m. |
Created at: April 10, 2026, 10:26 a.m.