Triple
T671627
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Torchwood |
E12982
|
entity |
| Predicate | stars |
P1956
|
FINISHED |
| Object |
Gareth David-Lloyd
Gareth David-Lloyd is a Welsh actor best known for playing Ianto Jones in the Doctor Who spin-off series Torchwood.
|
E103713
|
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: Gareth David-Lloyd | Statement: [Torchwood, stars, Gareth David-Lloyd]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gareth David-Lloyd Context triple: [Torchwood, stars, Gareth David-Lloyd]
-
A.
Ianto Jones
Ianto Jones is a key member of the Torchwood team in the British science fiction series "Torchwood," known for his meticulous professionalism, emotional depth, and complex relationship with Captain Jack Harkness.
-
B.
Gareth Unwin
Gareth Unwin is a British film producer best known for his Academy Award-winning work on the historical drama "The King’s Speech."
-
C.
Andrew Lesnie
Andrew Lesnie was an Australian cinematographer best known for his Oscar-winning work on Peter Jackson’s The Lord of the Rings film trilogy.
-
D.
Christopher Birt
Christopher Birt is an actor best known for his role in the popular 1992 romantic thriller film "The Bodyguard."
-
E.
Owen Thomas Jones
Owen Thomas Jones was a prominent Welsh geologist known for his influential research on the geology of Wales and his leadership within the British geological community.
- 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: Gareth David-Lloyd Triple: [Torchwood, stars, Gareth David-Lloyd]
Generated description
Gareth David-Lloyd is a Welsh actor best known for playing Ianto Jones in the Doctor Who spin-off series Torchwood.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gareth David-Lloyd Target entity description: Gareth David-Lloyd is a Welsh actor best known for playing Ianto Jones in the Doctor Who spin-off series Torchwood.
-
A.
Ianto Jones
Ianto Jones is a key member of the Torchwood team in the British science fiction series "Torchwood," known for his meticulous professionalism, emotional depth, and complex relationship with Captain Jack Harkness.
-
B.
Gareth Unwin
Gareth Unwin is a British film producer best known for his Academy Award-winning work on the historical drama "The King’s Speech."
-
C.
Andrew Lesnie
Andrew Lesnie was an Australian cinematographer best known for his Oscar-winning work on Peter Jackson’s The Lord of the Rings film trilogy.
-
D.
Christopher Birt
Christopher Birt is an actor best known for his role in the popular 1992 romantic thriller film "The Bodyguard."
-
E.
Owen Thomas Jones
Owen Thomas Jones was a prominent Welsh geologist known for his influential research on the geology of Wales and his leadership within the British geological community.
- 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_69a493355dec819098d4244b2fa34885 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a4a021b908819086f7cfe65def4728 |
completed | March 1, 2026, 8:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7b8341cf0819089d18c2c63192679 |
completed | March 4, 2026, 4:42 a.m. |
| NEDg | Description generation | batch_69a7b946a4348190bfe86d5b93696383 |
completed | March 4, 2026, 4:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7b9bb13f08190ad75518ba81b210d |
completed | March 4, 2026, 4:48 a.m. |
Created at: March 1, 2026, 7:36 p.m.