Triple
T3906603
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gwen Cooper |
E87216
|
entity |
| Predicate | spouse |
P13
|
FINISHED |
| Object |
Rhys Williams
Rhys Williams is a character in the Doctor Who spin-off series Torchwood, known as Gwen Cooper’s long-suffering but loyal husband who becomes increasingly involved with the Torchwood team’s alien-related activities.
|
E397752
|
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: Rhys Williams | Statement: [Gwen Cooper, spouse, Rhys Williams]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Rhys Williams Context triple: [Gwen Cooper, spouse, Rhys Williams]
-
A.
Rhys Williams
Rhys Williams was a Welsh character actor known for his numerous supporting roles in mid-20th-century American films and television.
-
B.
Rhys Edwards
Rhys Edwards is a notable individual distinguished enough to be specifically cited as a prominent bearer of the surname Edwards.
-
C.
Geraint Owen
Geraint Owen is a Welsh geologist and academic known for his work in sedimentology and for serving in leadership roles at Swansea University.
-
D.
Gareth Pryce
Gareth Pryce is a fictional character, likely from a narrative work such as a television series, film, or novel, known primarily through his association with the Pryce family name.
-
E.
Huw Williams
Huw Williams is a choral director and organist best known for serving as Master of the Music at the Chapel Royal, St James’s Palace, where he directed the choir of the Children of the Chapel Royal.
- 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: Rhys Williams Triple: [Gwen Cooper, spouse, Rhys Williams]
Generated description
Rhys Williams is a character in the Doctor Who spin-off series Torchwood, known as Gwen Cooper’s long-suffering but loyal husband who becomes increasingly involved with the Torchwood team’s alien-related activities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Rhys Williams Target entity description: Rhys Williams is a character in the Doctor Who spin-off series Torchwood, known as Gwen Cooper’s long-suffering but loyal husband who becomes increasingly involved with the Torchwood team’s alien-related activities.
-
A.
Rhys Williams
Rhys Williams was a Welsh character actor known for his numerous supporting roles in mid-20th-century American films and television.
-
B.
Rhys Edwards
Rhys Edwards is a notable individual distinguished enough to be specifically cited as a prominent bearer of the surname Edwards.
-
C.
Geraint Owen
Geraint Owen is a Welsh geologist and academic known for his work in sedimentology and for serving in leadership roles at Swansea University.
-
D.
Gareth Pryce
Gareth Pryce is a fictional character, likely from a narrative work such as a television series, film, or novel, known primarily through his association with the Pryce family name.
-
E.
Huw Williams
Huw Williams is a choral director and organist best known for serving as Master of the Music at the Chapel Royal, St James’s Palace, where he directed the choir of the Children of the Chapel Royal.
- 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_69aed9424514819086e9c58adde6652d |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeed1290e48190aaf2d8b2a7be707a |
completed | March 9, 2026, 3:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b51cace2b88190981e3516123a417d |
completed | March 14, 2026, 8:30 a.m. |
| NEDg | Description generation | batch_69b51d9fd9388190bef2020b97b2fc80 |
completed | March 14, 2026, 8:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b51e3325f08190a630644d0b6f7d76 |
completed | March 14, 2026, 8:37 a.m. |
Created at: March 9, 2026, 3:22 p.m.