Triple
T17218516
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Julian Bleach |
E417912
|
entity |
| Predicate | notableRole |
P22
|
FINISHED |
| Object |
The Ghostmaker in Torchwood
The Ghostmaker in Torchwood is a sinister, ghostly antagonist from the Doctor Who spin-off series "Torchwood," portrayed by actor Julian Bleach.
|
E1257646
|
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: The Ghostmaker in Torchwood | Statement: [Julian Bleach, notableRole, The Ghostmaker in Torchwood]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Ghostmaker in Torchwood Context triple: [Julian Bleach, notableRole, The Ghostmaker in Torchwood]
-
A.
Torchwood Hub
Torchwood Hub is the secret underground headquarters of the Torchwood Institute in Cardiff, serving as the central base for investigating and containing alien activity in the Doctor Who universe.
-
B.
Battle at Torchwood Tower
The Battle at Torchwood Tower is a climactic "Doctor Who" storyline in which the Tenth Doctor and Rose Tyler confront a catastrophic Dalek-Cyberman conflict that reshapes their lives and the fate of Earth.
-
C.
Torchwood Tower
Torchwood Tower is a secretive high-tech skyscraper in Doctor Who that serves as the London headquarters of the Torchwood Institute and the setting of the catastrophic battle that separates the Doctor and Rose Tyler.
-
D.
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.
-
E.
Torchwood (Pete's World)
Torchwood (Pete's World) is an alternate-universe branch of the Torchwood Institute in Doctor Who, dedicated to defending that parallel Earth from alien and interdimensional threats.
- 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: The Ghostmaker in Torchwood Triple: [Julian Bleach, notableRole, The Ghostmaker in Torchwood]
Generated description
The Ghostmaker in Torchwood is a sinister, ghostly antagonist from the Doctor Who spin-off series "Torchwood," portrayed by actor Julian Bleach.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Ghostmaker in Torchwood Target entity description: The Ghostmaker in Torchwood is a sinister, ghostly antagonist from the Doctor Who spin-off series "Torchwood," portrayed by actor Julian Bleach.
-
A.
Torchwood Hub
Torchwood Hub is the secret underground headquarters of the Torchwood Institute in Cardiff, serving as the central base for investigating and containing alien activity in the Doctor Who universe.
-
B.
Battle at Torchwood Tower
The Battle at Torchwood Tower is a climactic "Doctor Who" storyline in which the Tenth Doctor and Rose Tyler confront a catastrophic Dalek-Cyberman conflict that reshapes their lives and the fate of Earth.
-
C.
Torchwood Tower
Torchwood Tower is a secretive high-tech skyscraper in Doctor Who that serves as the London headquarters of the Torchwood Institute and the setting of the catastrophic battle that separates the Doctor and Rose Tyler.
-
D.
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.
-
E.
Torchwood (Pete's World)
Torchwood (Pete's World) is an alternate-universe branch of the Torchwood Institute in Doctor Who, dedicated to defending that parallel Earth from alien and interdimensional threats.
- 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_69d886d779488190b131369541c04e7d |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e42ddb2b148190b3b50572cc285e3d |
completed | April 19, 2026, 1:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01675553b88190a04987b0de62cb15 |
completed | May 11, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_6a0169e5f7e881909cb3fe35935d888d |
completed | May 11, 2026, 5:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a016a46409881908ea7e93fd31cd5c5 |
completed | May 11, 2026, 5:33 a.m. |
Created at: April 10, 2026, 5:38 a.m.