Triple
T14286447
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Toclafane |
E354187
|
entity |
| Predicate | appearsIn |
P795
|
FINISHED |
| Object |
Doctor Who episode "Last of the Time Lords"
"Last of the Time Lords" is the climactic final episode of Doctor Who’s 2007 series, concluding the Master’s takeover of Earth and the Tenth Doctor’s three-part story arc that began with "Utopia."
|
E1090738
|
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 "Last of the Time Lords" | Statement: [Toclafane, appearsIn, Doctor Who episode "Last of the Time Lords"]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Doctor Who episode "Last of the Time Lords" Context triple: [Toclafane, appearsIn, Doctor Who episode "Last of the Time Lords"]
-
A.
Doctor Who episode "The Time of the Doctor"
"The Time of the Doctor" is the 2013 Doctor Who Christmas special that serves as the Eleventh Doctor’s final full episode, depicting his centuries-long defense of the planet Trenzalore and eventual regeneration.
-
B.
Doctor Who Season 8 finale
The Doctor Who Season 8 finale, "The Daemons," is a classic Third Doctor story in which the Doctor and UNIT confront an ancient alien entity posing as a demon in an English village.
-
C.
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.
-
D.
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.
-
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 episode "Last of the Time Lords" Triple: [Toclafane, appearsIn, Doctor Who episode "Last of the Time Lords"]
Generated description
"Last of the Time Lords" is the climactic final episode of Doctor Who’s 2007 series, concluding the Master’s takeover of Earth and the Tenth Doctor’s three-part story arc that began with "Utopia."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Doctor Who episode "Last of the Time Lords" Target entity description: "Last of the Time Lords" is the climactic final episode of Doctor Who’s 2007 series, concluding the Master’s takeover of Earth and the Tenth Doctor’s three-part story arc that began with "Utopia."
-
A.
Doctor Who episode "The Time of the Doctor"
"The Time of the Doctor" is the 2013 Doctor Who Christmas special that serves as the Eleventh Doctor’s final full episode, depicting his centuries-long defense of the planet Trenzalore and eventual regeneration.
-
B.
Doctor Who Season 8 finale
The Doctor Who Season 8 finale, "The Daemons," is a classic Third Doctor story in which the Doctor and UNIT confront an ancient alien entity posing as a demon in an English village.
-
C.
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.
-
D.
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.
-
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_69d8278e17088190b328c5a9d4be74ff |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de697ef40c8190bea37724b28c2e99 |
completed | April 14, 2026, 4:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd3d1c4d988190b595e6a33ef96c28 |
completed | May 8, 2026, 1:32 a.m. |
| NEDg | Description generation | batch_69fd3da6f0648190876dd86dd51e72cc |
completed | May 8, 2026, 1:34 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd3e30868481908b55b368ab45c7fb |
completed | May 8, 2026, 1:36 a.m. |
Created at: April 10, 2026, 1:11 a.m.