Triple
T16455858
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dark Water |
E399674
|
entity |
| Predicate | featuresPlotElement |
P2762
|
FINISHED |
| Object |
Missy activates Cybermen in St Paul’s Cathedral
"Missy activates Cybermen in St Paul’s Cathedral" is a pivotal plot event in the Doctor Who episode "Dark Water," in which the villain Missy reveals her plan by awakening an army of Cybermen inside the iconic London landmark.
|
E471878
|
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: Missy activates Cybermen in St Paul’s Cathedral | Statement: [Dark Water, featuresPlotElement, Missy activates Cybermen in St Paul’s Cathedral]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Missy activates Cybermen in St Paul’s Cathedral Context triple: [Dark Water, featuresPlotElement, Missy activates Cybermen in St Paul’s Cathedral]
-
A.
"Ascension of the Cybermen"
"Ascension of the Cybermen" is a 2020 Doctor Who television episode from the Thirteenth Doctor era that depicts the aftermath of a Cyberman-dominated universe and sets up the finale "The Timeless Children."
-
B.
"Attack of the Cybermen"
"Attack of the Cybermen" is a 1985 Doctor Who television serial featuring the Sixth Doctor, notable for the return of the Cybermen and the planet Telos.
-
C.
Doctor Who’s Cybermen
Doctor Who’s Cybermen are a recurring race of emotionless, cybernetically augmented humanoid villains in the long-running British science fiction series Doctor Who.
-
D.
Rise of the Cybermen
Rise of the Cybermen is a 2006 Doctor Who television episode that reintroduces the Cybermen in an alternate universe, depicting their chilling origin as emotionless cyborgs.
-
E.
Revenge of the Cybermen
Revenge of the Cybermen is a 1975 Doctor Who serial featuring the Fourth Doctor as he confronts the Cybermen in a plot involving a deadly plague and a besieged space station.
- 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: Missy activates Cybermen in St Paul’s Cathedral Triple: [Dark Water, featuresPlotElement, Missy activates Cybermen in St Paul’s Cathedral]
Generated description
"Missy activates Cybermen in St Paul’s Cathedral" is a pivotal plot event in the Doctor Who episode "Dark Water," in which the villain Missy reveals her plan by awakening an army of Cybermen inside the iconic London landmark.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Missy activates Cybermen in St Paul’s Cathedral Target entity description: "Missy activates Cybermen in St Paul’s Cathedral" is a pivotal plot event in the Doctor Who episode "Dark Water," in which the villain Missy reveals her plan by awakening an army of Cybermen inside the iconic London landmark.
-
A.
"Ascension of the Cybermen"
"Ascension of the Cybermen" is a 2020 Doctor Who television episode from the Thirteenth Doctor era that depicts the aftermath of a Cyberman-dominated universe and sets up the finale "The Timeless Children."
-
B.
"Attack of the Cybermen"
"Attack of the Cybermen" is a 1985 Doctor Who television serial featuring the Sixth Doctor, notable for the return of the Cybermen and the planet Telos.
-
C.
Doctor Who’s Cybermen
chosen
Doctor Who’s Cybermen are a recurring race of emotionless, cybernetically augmented humanoid villains in the long-running British science fiction series Doctor Who.
-
D.
Rise of the Cybermen
Rise of the Cybermen is a 2006 Doctor Who television episode that reintroduces the Cybermen in an alternate universe, depicting their chilling origin as emotionless cyborgs.
-
E.
Revenge of the Cybermen
Revenge of the Cybermen is a 1975 Doctor Who serial featuring the Fourth Doctor as he confronts the Cybermen in a plot involving a deadly plague and a besieged space station.
- F. None of above.
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_69d87f2dac988190b74d6e185fa88ba4 |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e32d7d3bf4819092d5bff6de0859e8 |
completed | April 18, 2026, 7:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a004f5015a881908447b64b699feb1a |
completed | May 10, 2026, 9:26 a.m. |
| NEDg | Description generation | batch_6a0051491fc88190ab4098f1177d2715 |
completed | May 10, 2026, 9:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0051c61ea0819090d588df72c1041b |
completed | May 10, 2026, 9:37 a.m. |
Created at: April 10, 2026, 5:10 a.m.