Triple
T18810150
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lisa Hallett |
E459989
|
entity |
| Predicate | occupation |
P3
|
FINISHED |
| Object | Torchwood operative |
—
|
NE NERFINISHED |
How this triple was built (3 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 operative | Statement: [Lisa Hallett, occupation, Torchwood operative]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Torchwood operative Context triple: [Lisa Hallett, occupation, Torchwood operative]
-
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.
Time Lord
A Time Lord is a fictional, time-traveling humanoid species from the planet Gallifrey in the Doctor Who universe, known for their ability to regenerate and their mastery of time and space.
-
C.
Master (Doctor Who)
The Master is a recurring villain in the Doctor Who universe, a renegade Time Lord and archenemy of the Doctor known for their cunning, ruthlessness, and shifting incarnations.
-
D.
the War Doctor
The War Doctor is a previously unseen incarnation of the Doctor in the Doctor Who universe, portrayed by John Hurt as a battle-hardened Time Lord who fought in the Last Great Time War.
-
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. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Torchwood operative Target entity description: A Torchwood operative is a covert agent working for the secretive Torchwood Institute in the Doctor Who universe, specializing in investigating and combating extraterrestrial threats.
-
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.
Time Lord
A Time Lord is a fictional, time-traveling humanoid species from the planet Gallifrey in the Doctor Who universe, known for their ability to regenerate and their mastery of time and space.
-
C.
Master (Doctor Who)
The Master is a recurring villain in the Doctor Who universe, a renegade Time Lord and archenemy of the Doctor known for their cunning, ruthlessness, and shifting incarnations.
-
D.
the War Doctor
The War Doctor is a previously unseen incarnation of the Doctor in the Doctor Who universe, portrayed by John Hurt as a battle-hardened Time Lord who fought in the Last Great Time War.
-
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.
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_69d8d398c7d4819091cb2f7e48948aeb |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e5a3db38ec8190ab5bef15bc6789be |
completed | April 20, 2026, 3:56 a.m. |
Created at: April 10, 2026, 11:53 a.m.