Triple
T15706910
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cyberman city |
E380735
|
entity |
| Predicate | associatedVillainGroup |
P104242
|
FINISHED |
| Object | Cybermen |
E14487
|
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: Cybermen | Statement: [Cyberman city, associatedVillainGroup, Cybermen]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cybermen Context triple: [Cyberman city, associatedVillainGroup, Cybermen]
-
A.
Cybermen
chosen
The Cybermen are a recurring race of emotionless, cybernetically augmented humanoids in the Doctor Who universe who seek to convert other beings into their own kind.
-
B.
Daleks
The Daleks are a race of ruthless, armored mutants and iconic villains in the Doctor Who universe, known for their cry of "Exterminate!" and their relentless drive to conquer and destroy.
-
C.
Slitheen
The Slitheen are a family of ruthless, green-skinned alien criminals from the Doctor Who universe, known for disguising themselves in human skin suits to infiltrate and exploit Earth.
-
D.
Zygons
The Zygons are a shape-shifting, suction-cupped alien species from Doctor Who known for infiltrating and impersonating humans as part of their invasion schemes.
-
E.
Judoon
The Judoon are a race of rhinoceros-like, heavily armed intergalactic police from the Doctor Who universe, known for their strict adherence to the law and literal-minded enforcement tactics.
- 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: associatedVillainGroup Context triple: [Cyberman city, associatedVillainGroup, Cybermen]
-
A.
villainOrganization
Indicates that an entity is an organization characterized as antagonistic, criminal, or evil within a given context or narrative.
-
B.
hasAntagonistGroup
Indicates that an entity is opposed or challenged by a specific group acting as its antagonist.
-
C.
associatedWithFictionalGroup
chosen
Indicates that an entity has a connection or affiliation with a fictional group, organization, or collective.
-
D.
usedByFictionalGroup
Indicates that something is utilized or employed by a fictional group or organization within a narrative context.
-
E.
associatedWithFictionalGang
Indicates a relationship where an entity is linked or connected to a fictional gang, such as by membership, affiliation, or notable involvement.
- 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_69d86d9bf930819082b30cf6d169297c |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e0b4d6b5788190883746ee82c799f5 |
completed | April 16, 2026, 10:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffa12713588190a888d6f6dd4290e1 |
completed | May 9, 2026, 9:03 p.m. |
| PD | Predicate disambiguation | batch_69e0051d639481909a10614e8f83e659 |
completed | April 15, 2026, 9:37 p.m. |
Created at: April 10, 2026, 4:45 a.m.