Triple
T14216874
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Peter Hoar |
E352375
|
entity |
| Predicate | directed |
P7373
|
FINISHED |
| Object |
Doctor Who episode "A Good Man Goes to War"
"A Good Man Goes to War" is a 2011 Doctor Who mid-series finale in which the Eleventh Doctor assembles an army to rescue Amy Pond and confronts the truth about River Song.
|
E1088695
|
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 episode "A Good Man Goes to War" | Statement: [Peter Hoar, directed, Doctor Who episode "A Good Man Goes to War"]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Doctor Who episode "A Good Man Goes to War" Context triple: [Peter Hoar, directed, Doctor Who episode "A Good Man Goes to War"]
-
A.
Doctor Who episode "Hell Bent"
"Hell Bent" is a climactic episode of Doctor Who’s ninth series in which the Twelfth Doctor returns to Gallifrey, confronts the Time Lords, and goes to extreme lengths to save Clara Oswald, featuring iconic foes such as the Weeping Angels.
-
B.
Doctor Who episode "Flesh and Stone"
"Flesh and Stone" is a 2010 episode of the British science fiction series Doctor Who, featuring the Eleventh Doctor and Amy Pond as they confront the terrifying Weeping Angels in a crashed starship’s maze-like forest.
-
C.
Doctor Who episode "Village of the Angels"
"Village of the Angels" is a 2021 episode of the British sci-fi series Doctor Who that features the terrifying Weeping Angels in a suspenseful, horror-tinged storyline.
-
D.
Doctor Who episode "The Time of Angels"
"The Time of Angels" is a 2010 Doctor Who episode featuring the Eleventh Doctor and River Song facing the terrifying Weeping Angels in a suspenseful, horror-tinged sci-fi adventure.
-
E.
Doctor Who episode "Rose"
"Rose" is the 2005 Doctor Who episode that launched the revived series, introducing Christopher Eccleston’s Ninth Doctor and Billie Piper’s Rose Tyler to a new generation of viewers.
- 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 episode "A Good Man Goes to War" Triple: [Peter Hoar, directed, Doctor Who episode "A Good Man Goes to War"]
Generated description
"A Good Man Goes to War" is a 2011 Doctor Who mid-series finale in which the Eleventh Doctor assembles an army to rescue Amy Pond and confronts the truth about River Song.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Doctor Who episode "A Good Man Goes to War" Target entity description: "A Good Man Goes to War" is a 2011 Doctor Who mid-series finale in which the Eleventh Doctor assembles an army to rescue Amy Pond and confronts the truth about River Song.
-
A.
Doctor Who episode "Hell Bent"
"Hell Bent" is a climactic episode of Doctor Who’s ninth series in which the Twelfth Doctor returns to Gallifrey, confronts the Time Lords, and goes to extreme lengths to save Clara Oswald, featuring iconic foes such as the Weeping Angels.
-
B.
Doctor Who episode "Flesh and Stone"
"Flesh and Stone" is a 2010 episode of the British science fiction series Doctor Who, featuring the Eleventh Doctor and Amy Pond as they confront the terrifying Weeping Angels in a crashed starship’s maze-like forest.
-
C.
Doctor Who episode "Village of the Angels"
"Village of the Angels" is a 2021 episode of the British sci-fi series Doctor Who that features the terrifying Weeping Angels in a suspenseful, horror-tinged storyline.
-
D.
Doctor Who episode "The Time of Angels"
"The Time of Angels" is a 2010 Doctor Who episode featuring the Eleventh Doctor and River Song facing the terrifying Weeping Angels in a suspenseful, horror-tinged sci-fi adventure.
-
E.
Doctor Who episode "Rose"
"Rose" is the 2005 Doctor Who episode that launched the revived series, introducing Christopher Eccleston’s Ninth Doctor and Billie Piper’s Rose Tyler to a new generation of viewers.
- 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_69d8278a06e481908b5d6af0a8afe737 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de6210213481908fac6893e8a9f143 |
completed | April 14, 2026, 3:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd28101e1881909f7a6c0cc762204c |
completed | May 8, 2026, 12:02 a.m. |
| NEDg | Description generation | batch_69fd2b3ae0c0819089bdc277d66b20ae |
completed | May 8, 2026, 12:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd2f51a2cc81908b222a1830e2c8e4 |
completed | May 8, 2026, 12:33 a.m. |
Created at: April 10, 2026, 1:06 a.m.