Triple
T18578522
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Everything Changes |
E454045
|
entity |
| Predicate | plotFocus |
P13679
|
FINISHED |
| Object | Gwen Cooper investigates the Torchwood team |
—
|
NE NERFINISHED |
How this triple was built (2 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: Gwen Cooper investigates the Torchwood team | Statement: [Everything Changes, plotFocus, Gwen Cooper investigates the Torchwood team]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gwen Cooper investigates the Torchwood team Context triple: [Everything Changes, plotFocus, Gwen Cooper investigates the Torchwood team]
-
A.
Torchwood
chosen
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.
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.
-
C.
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.
-
D.
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8d38974308190a9174430ef256b73 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e543cd6a3c8190b38059e71ec3f7b2 |
completed | April 19, 2026, 9:06 p.m. |
Created at: April 10, 2026, 11:43 a.m.