Triple
T18810146
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lisa Hallett |
E459989
|
entity |
| Predicate | appearsInEpisode |
P795
|
FINISHED |
| Object |
Torchwood: Cyberwoman
Torchwood: Cyberwoman is an episode of the British science fiction series Torchwood that focuses on the tragic fate of partially converted Cyberwoman Lisa Hallett and the consequences for the Torchwood team.
|
E1350075
|
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: Cyberwoman | Statement: [Lisa Hallett, appearsInEpisode, Torchwood: Cyberwoman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Torchwood: Cyberwoman Context triple: [Lisa Hallett, appearsInEpisode, Torchwood: Cyberwoman]
-
A.
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.
-
B.
Torchwood: Kiss Kiss, Bang Bang
"Torchwood: Kiss Kiss, Bang Bang" is the fast-paced, action-driven second-series premiere of the British sci-fi drama Torchwood, notable for reintroducing Captain John Hart and delving deeper into Captain Jack Harkness’s past.
-
C.
Torchwood: Miracle Day
Torchwood: Miracle Day is the fourth series of the British science fiction drama Torchwood, depicting a global phenomenon where humans stop dying and its catastrophic consequences.
-
D.
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.
-
E.
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.
- 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: Cyberwoman Triple: [Lisa Hallett, appearsInEpisode, Torchwood: Cyberwoman]
Generated description
Torchwood: Cyberwoman is an episode of the British science fiction series Torchwood that focuses on the tragic fate of partially converted Cyberwoman Lisa Hallett and the consequences for the Torchwood team.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Torchwood: Cyberwoman Target entity description: Torchwood: Cyberwoman is an episode of the British science fiction series Torchwood that focuses on the tragic fate of partially converted Cyberwoman Lisa Hallett and the consequences for the Torchwood team.
-
A.
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.
-
B.
Torchwood: Kiss Kiss, Bang Bang
"Torchwood: Kiss Kiss, Bang Bang" is the fast-paced, action-driven second-series premiere of the British sci-fi drama Torchwood, notable for reintroducing Captain John Hart and delving deeper into Captain Jack Harkness’s past.
-
C.
Torchwood: Miracle Day
Torchwood: Miracle Day is the fourth series of the British science fiction drama Torchwood, depicting a global phenomenon where humans stop dying and its catastrophic consequences.
-
D.
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.
-
E.
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.
- 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_69d8d398c7d4819091cb2f7e48948aeb |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e5a3db38ec8190ab5bef15bc6789be |
completed | April 20, 2026, 3:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0590fe846c8190a2d31f7b847382e5 |
completed | May 14, 2026, 9:08 a.m. |
| NEDg | Description generation | batch_6a05956b9c2081909f358709562aa9c9 |
completed | May 14, 2026, 9:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0595c7c70081909ab778baf172db0e |
completed | May 14, 2026, 9:28 a.m. |
Created at: April 10, 2026, 11:53 a.m.