Triple
T10877115
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shirley Henderson |
E256826
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Doctor Who: Love & Monsters
Doctor Who: Love & Monsters is a 2006 episode of the British science fiction series Doctor Who, notable for its unconventional narrative focusing on a group of ordinary people obsessed with the Doctor and featuring Shirley Henderson in a guest role.
|
E890262
|
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: Doctor Who: Love & Monsters | Statement: [Shirley Henderson, notableWork, Doctor Who: Love & Monsters]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Doctor Who: Love & Monsters Context triple: [Shirley Henderson, notableWork, Doctor Who: Love & Monsters]
-
A.
Doctor Who: Flux
Doctor Who: Flux is the thirteenth series of the long-running British science fiction television show Doctor Who, presented as a single serialized story arc featuring Jodie Whittaker as the Thirteenth Doctor.
-
B.
Doctor Who: Hell Bent
Doctor Who: Hell Bent is a 2015 episode of the long-running British science fiction series Doctor Who, serving as the Series 9 finale and featuring the Twelfth Doctor’s dramatic return to Gallifrey.
-
C.
Doctor Who: Nightshade
Doctor Who: Nightshade is a 1992 science fiction novel in the Doctor Who New Adventures range, featuring the Seventh Doctor and Ace in a story blending alien horror with themes of nostalgia and fading celebrity.
-
D.
Doctor Who: Bad Wolf
"Doctor Who: Bad Wolf" is a 2005 episode of the revived British science fiction series Doctor Who in which the Ninth Doctor, Rose, and Captain Jack find themselves trapped in deadly futuristic game shows orchestrated by a mysterious force.
-
E.
Doctor Who: St Anthony’s Fire
Doctor Who: St Anthony’s Fire is a Virgin New Adventures novel in the Doctor Who franchise, featuring the Seventh Doctor in a dark, politically charged science-fiction story written by Mark Gatiss.
- 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: Doctor Who: Love & Monsters Triple: [Shirley Henderson, notableWork, Doctor Who: Love & Monsters]
Generated description
Doctor Who: Love & Monsters is a 2006 episode of the British science fiction series Doctor Who, notable for its unconventional narrative focusing on a group of ordinary people obsessed with the Doctor and featuring Shirley Henderson in a guest role.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Doctor Who: Love & Monsters Target entity description: Doctor Who: Love & Monsters is a 2006 episode of the British science fiction series Doctor Who, notable for its unconventional narrative focusing on a group of ordinary people obsessed with the Doctor and featuring Shirley Henderson in a guest role.
-
A.
Doctor Who: Flux
Doctor Who: Flux is the thirteenth series of the long-running British science fiction television show Doctor Who, presented as a single serialized story arc featuring Jodie Whittaker as the Thirteenth Doctor.
-
B.
Doctor Who: Hell Bent
Doctor Who: Hell Bent is a 2015 episode of the long-running British science fiction series Doctor Who, serving as the Series 9 finale and featuring the Twelfth Doctor’s dramatic return to Gallifrey.
-
C.
Doctor Who: Nightshade
Doctor Who: Nightshade is a 1992 science fiction novel in the Doctor Who New Adventures range, featuring the Seventh Doctor and Ace in a story blending alien horror with themes of nostalgia and fading celebrity.
-
D.
Doctor Who: Bad Wolf
"Doctor Who: Bad Wolf" is a 2005 episode of the revived British science fiction series Doctor Who in which the Ninth Doctor, Rose, and Captain Jack find themselves trapped in deadly futuristic game shows orchestrated by a mysterious force.
-
E.
Doctor Who: St Anthony’s Fire
Doctor Who: St Anthony’s Fire is a Virgin New Adventures novel in the Doctor Who franchise, featuring the Seventh Doctor in a dark, politically charged science-fiction story written by Mark Gatiss.
- 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_69d6aa848804819081b2713ca0bedf06 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d751ad8cdc819093eafaf12fc23b15 |
completed | April 9, 2026, 7:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69dff7dfd5d88190a26f707754411906 |
completed | April 15, 2026, 8:41 p.m. |
| NEDg | Description generation | batch_69e0026fda3c8190b60174b252d57e12 |
completed | April 15, 2026, 9:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e00581fde08190b28b8dde4a21d59e |
completed | April 15, 2026, 9:39 p.m. |
Created at: April 8, 2026, 9:21 p.m.