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.