Triple
T4677365
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gareth David-Lloyd |
E103713
|
entity |
| Predicate | appearedIn |
P795
|
FINISHED |
| Object |
Torchwood: Children of Earth
Torchwood: Children of Earth is a critically acclaimed five-part miniseries in the British science fiction franchise Torchwood, depicting a dark government conspiracy involving alien contact and the world's children.
|
E468001
|
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: Torchwood: Children of Earth | Statement: [Gareth David-Lloyd, appearedIn, Torchwood: Children of Earth]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Torchwood: Children of Earth Context triple: [Gareth David-Lloyd, appearedIn, Torchwood: Children of Earth]
-
A.
Torchwood
Torchwood is a British science fiction television series that follows a secret organization investigating extraterrestrial and supernatural phenomena in the same universe as Doctor Who.
-
B.
Torchwood episode "Exit Wounds"
"Exit Wounds" is the climactic second-series finale of the British sci-fi drama Torchwood, notable for its dark tone, major character deaths, and the return of Captain Jack Harkness’s brother Gray as the central antagonist.
-
C.
Doctor Who: Hell Bent
Doctor Who: Hell Bent is a 2015 episode of the long-running British science fiction series Doctor Who, serving as the Series 9 finale and featuring the Twelfth Doctor’s dramatic return to Gallifrey.
-
D.
Doctor Who: The Parting of the Ways
"Doctor Who: The Parting of the Ways" is the climactic 2005 series finale of the British science fiction show Doctor Who, featuring the Ninth Doctor’s regeneration and a large-scale Dalek invasion.
-
E.
Doctor Who: Flux
Doctor Who: Flux is the thirteenth series of the long-running British science fiction television show Doctor Who, presented as a single serialized story arc featuring Jodie Whittaker as the Thirteenth Doctor.
- 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: Torchwood: Children of Earth Triple: [Gareth David-Lloyd, appearedIn, Torchwood: Children of Earth]
Generated description
Torchwood: Children of Earth is a critically acclaimed five-part miniseries in the British science fiction franchise Torchwood, depicting a dark government conspiracy involving alien contact and the world's children.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Torchwood: Children of Earth Target entity description: Torchwood: Children of Earth is a critically acclaimed five-part miniseries in the British science fiction franchise Torchwood, depicting a dark government conspiracy involving alien contact and the world's children.
-
A.
Torchwood
Torchwood is a British science fiction television series that follows a secret organization investigating extraterrestrial and supernatural phenomena in the same universe as Doctor Who.
-
B.
Torchwood episode "Exit Wounds"
"Exit Wounds" is the climactic second-series finale of the British sci-fi drama Torchwood, notable for its dark tone, major character deaths, and the return of Captain Jack Harkness’s brother Gray as the central antagonist.
-
C.
Doctor Who: Hell Bent
Doctor Who: Hell Bent is a 2015 episode of the long-running British science fiction series Doctor Who, serving as the Series 9 finale and featuring the Twelfth Doctor’s dramatic return to Gallifrey.
-
D.
Doctor Who: The Parting of the Ways
"Doctor Who: The Parting of the Ways" is the climactic 2005 series finale of the British science fiction show Doctor Who, featuring the Ninth Doctor’s regeneration and a large-scale Dalek invasion.
-
E.
Doctor Who: Flux
Doctor Who: Flux is the thirteenth series of the long-running British science fiction television show Doctor Who, presented as a single serialized story arc featuring Jodie Whittaker as the Thirteenth Doctor.
- 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_69bd43dda32c8190938b37744ca270fc |
completed | March 20, 2026, 12:55 p.m. |
| NER | Named-entity recognition | batch_69bd63698a548190831863adddd32f31 |
completed | March 20, 2026, 3:10 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be39ca8f6081909aecde545f211bb9 |
completed | March 21, 2026, 6:25 a.m. |
| NEDg | Description generation | batch_69be3d05281481909a74ffb38fb5eb31 |
completed | March 21, 2026, 6:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be3dc3ce048190a725ea4b8e8a1ad4 |
completed | March 21, 2026, 6:42 a.m. |
Created at: March 20, 2026, 1:16 p.m.