Triple
T16086526
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Adam Smith (director) |
E390241
|
entity |
| Predicate | directed |
P7373
|
FINISHED |
| Object |
Doctor Who: Flesh and Stone
Doctor Who: Flesh and Stone is a 2010 episode of the British science fiction series Doctor Who, featuring the Eleventh Doctor facing the Weeping Angels aboard the starship Byzantium.
|
E1192403
|
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: Flesh and Stone | Statement: [Adam Smith (director), directed, Doctor Who: Flesh and Stone]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Doctor Who: Flesh and Stone Context triple: [Adam Smith (director), directed, Doctor Who: Flesh and Stone]
-
A.
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.
-
B.
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.
-
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: The Lost Dimension
Doctor Who: The Lost Dimension is a multi-Doctor comic book crossover event that unites various incarnations of the Doctor in a universe-spanning adventure.
-
E.
Doctor Who: Last of the Gaderene
Doctor Who: Last of the Gaderene is a BBC Past Doctor Adventures novel featuring the Third Doctor and UNIT, blending classic 1970s-style alien invasion and conspiracy themes within the Doctor Who universe.
- 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: Flesh and Stone Triple: [Adam Smith (director), directed, Doctor Who: Flesh and Stone]
Generated description
Doctor Who: Flesh and Stone is a 2010 episode of the British science fiction series Doctor Who, featuring the Eleventh Doctor facing the Weeping Angels aboard the starship Byzantium.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Doctor Who: Flesh and Stone Target entity description: Doctor Who: Flesh and Stone is a 2010 episode of the British science fiction series Doctor Who, featuring the Eleventh Doctor facing the Weeping Angels aboard the starship Byzantium.
-
A.
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.
-
B.
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.
-
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: The Lost Dimension
Doctor Who: The Lost Dimension is a multi-Doctor comic book crossover event that unites various incarnations of the Doctor in a universe-spanning adventure.
-
E.
Doctor Who: Last of the Gaderene
Doctor Who: Last of the Gaderene is a BBC Past Doctor Adventures novel featuring the Third Doctor and UNIT, blending classic 1970s-style alien invasion and conspiracy themes within the Doctor Who universe.
- 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_69d87f198bc48190a8b7e53ca15b7ead |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e1844f95508190a06dad0ccc9b6191 |
completed | April 17, 2026, 12:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffe48ef3608190848d4730a4361395 |
completed | May 10, 2026, 1:51 a.m. |
| NEDg | Description generation | batch_69ffe5bed55c8190a159bae35fe140d0 |
completed | May 10, 2026, 1:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffe62e66608190a88e2815a9a9be04 |
completed | May 10, 2026, 1:58 a.m. |
Created at: April 10, 2026, 4:59 a.m.