Triple
T17213675
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | BBC Books |
E417795
|
entity |
| Predicate | notableSeries |
P3199
|
FINISHED |
| Object |
Torchwood novels
The Torchwood novels are a series of tie-in books expanding the stories and characters of the British science fiction television series "Torchwood," itself a spin-off of "Doctor Who."
|
E1257840
|
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 novels | Statement: [BBC Books, notableSeries, Torchwood novels]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Torchwood novels Context triple: [BBC Books, notableSeries, Torchwood novels]
-
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.
Doctor Who novels
Doctor Who novels are officially licensed prose stories that expand the adventures, characters, and settings of the long-running British science fiction television series beyond its televised episodes.
-
C.
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.
-
D.
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.
-
E.
Companions of the Doctor
The Companions of the Doctor are the Doctor’s often-human allies in the long-running British sci-fi series "Doctor Who," who travel with the Time Lord, aiding in adventures across time and space while providing emotional grounding and perspective.
- 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 novels Triple: [BBC Books, notableSeries, Torchwood novels]
Generated description
The Torchwood novels are a series of tie-in books expanding the stories and characters of the British science fiction television series "Torchwood," itself a spin-off of "Doctor Who."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Torchwood novels Target entity description: The Torchwood novels are a series of tie-in books expanding the stories and characters of the British science fiction television series "Torchwood," itself a spin-off of "Doctor Who."
-
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.
Doctor Who novels
Doctor Who novels are officially licensed prose stories that expand the adventures, characters, and settings of the long-running British science fiction television series beyond its televised episodes.
-
C.
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.
-
D.
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.
-
E.
Companions of the Doctor
The Companions of the Doctor are the Doctor’s often-human allies in the long-running British sci-fi series "Doctor Who," who travel with the Time Lord, aiding in adventures across time and space while providing emotional grounding and perspective.
- 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_69e42dc795d08190b90801a4f8b23afe |
completed | April 19, 2026, 1:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a016751a5788190a385774d1ff002d0 |
completed | May 11, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_6a016846e8248190b9209bb344396bfa |
completed | May 11, 2026, 5:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0168b535a88190b8c84c76871ae2fe |
completed | May 11, 2026, 5:27 a.m. |
Created at: April 10, 2026, 5:38 a.m.