Triple
T12951206
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Doctor Who series 2 |
E309895
|
entity |
| Predicate | includesEpisode |
P6968
|
FINISHED |
| Object | Army of Ghosts |
E77720
|
NE FINISHED |
How this triple was built (2 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: [Doctor Who series 2, includesEpisode, Army of Ghosts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Army of Ghosts Context triple: [Doctor Who series 2, includesEpisode, 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 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.
-
C.
Ghost of War
Ghost of War is a film featuring Australian actor Kick Gurry in a prominent role.
-
D.
The Black Ghosts
The Black Ghosts are a British electronic music duo known for blending indie pop melodies with electro and dance influences.
-
E.
Army of Shadows
Army of Shadows is a 1969 French resistance drama film directed by Jean-Pierre Melville, acclaimed for its stark, realistic portrayal of the French Resistance during World War II.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d7bdfb57a88190836b743e2825feca |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d97e1dc4c88190ab27b832d6a7c556 |
completed | April 10, 2026, 10:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6af7a10f48190b7e0d32725f83fb6 |
completed | May 3, 2026, 2:14 a.m. |
Created at: April 9, 2026, 5:43 p.m.