Triple
T15491784
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Separation of the Doctor and Rose Tyler |
E378703
|
entity |
| Predicate | occursInEpisode |
P87363
|
FINISHED |
| Object | Army of Ghosts |
E77720
|
NE FINISHED |
How this triple was built (3 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: Army of Ghosts | Statement: [Separation of the Doctor and Rose Tyler, occursInEpisode, Army of Ghosts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Army of Ghosts Context triple: [Separation of the Doctor and Rose Tyler, occursInEpisode, Army of Ghosts]
-
A.
Army of Ghosts
chosen
Army of Ghosts is a 2006 Doctor Who television episode featuring the Tenth Doctor, notable for the dramatic return of the Cybermen and its role as the first part of a two-part series finale.
-
B.
The Ghost Squad
The Ghost Squad is a British crime drama television series centered on a covert police unit that investigates corruption within the force.
-
C.
The Ghost Brigades
The Ghost Brigades is a military science fiction novel by John Scalzi set in his Old Man's War universe, focusing on elite special forces soldiers grown from the DNA of the dead.
-
D.
Ghost of War
Ghost of War is a film featuring Australian actor Kick Gurry in a prominent role.
-
E.
Soldiers of Darkness
"Soldiers of Darkness" is a hardcore, Wu-Tang–affiliated hip-hop track by Sunz of Man known for its dark, apocalyptic themes and gritty lyrical style.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: occursInEpisode Context triple: [Separation of the Doctor and Rose Tyler, occursInEpisode, Army of Ghosts]
-
A.
appearedInEpisodeOf
chosen
Indicates that one entity made an appearance in a specific episode belonging to a television or radio series associated with the other entity.
-
B.
appearsInEpisodeType
Indicates that an entity is featured in, or associated with, a specific type or category of episode.
-
C.
writtenInEpisodeBy
Indicates that a specific episode was written by a particular writer or author.
-
D.
associatedEpisode
Indicates that one entity is linked or connected to a particular episode as its related or relevant installment.
-
E.
appearsInSeriesBy
Indicates that one entity (such as a work or character) is featured within a series that is created, authored, or produced by another entity.
- F. None of above.
Provenance (4 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_69d85cd53a7c819080f5b9042c4c199e |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e03fac2af88190ac1d119e6b21dbe0 |
completed | April 16, 2026, 1:47 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff3d48f17c819088c4d8c2d2b368c8 |
completed | May 9, 2026, 1:57 p.m. |
| PD | Predicate disambiguation | batch_69ded2874b788190999158e0f043be21 |
completed | April 14, 2026, 11:49 p.m. |
Created at: April 10, 2026, 3:49 a.m.