Triple
T17374096
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Doctor Who: Flux |
E422388
|
entity |
| Predicate | featuresAntagonist |
P32100
|
FINISHED |
| Object |
Swarm
Swarm is a powerful, ancient villain in the Doctor Who universe, known for his reality-warping abilities and central role as a primary antagonist in the Flux storyline.
|
E1266672
|
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: Swarm | Statement: [Doctor Who: Flux, featuresAntagonist, Swarm]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Swarm Context triple: [Doctor Who: Flux, featuresAntagonist, Swarm]
-
A.
Swarm
Swarm is a giant wasp-like Skylander character from the Skylanders: Giants video game, known for his flying abilities and stinger-based combat.
-
B.
Swarm
Swarm is a work created by Michael Schaefer, recognized as one of his notable artistic or creative projects.
-
C.
Swarm
Swarm is Foursquare’s companion mobile app focused on lifelogging and social location sharing, allowing users to check in to places, track their movements, and connect with friends.
-
D.
Swarm
Swarm is a psychological horror–thriller television series created by Donald Glover and Janine Nabers that follows an obsessed fan of a pop star, exploring themes of fandom, identity, and violence.
-
E.
Swarm
Swarm is the nickname of the Greensboro Swarm, an NBA G League basketball team based in Greensboro, North Carolina.
- 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: Swarm Triple: [Doctor Who: Flux, featuresAntagonist, Swarm]
Generated description
Swarm is a powerful, ancient villain in the Doctor Who universe, known for his reality-warping abilities and central role as a primary antagonist in the Flux storyline.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Swarm Target entity description: Swarm is a powerful, ancient villain in the Doctor Who universe, known for his reality-warping abilities and central role as a primary antagonist in the Flux storyline.
-
A.
Swarm
Swarm is a giant wasp-like Skylander character from the Skylanders: Giants video game, known for his flying abilities and stinger-based combat.
-
B.
Swarm
The Swarm is a monstrous, evolving race of subterranean creatures that serves as the primary enemy faction in the later Gears of War games, emerging as the successor to the Locust Horde.
-
C.
Swarm
Swarm is a psychological horror–thriller television series created by Donald Glover and Janine Nabers that follows an obsessed fan of a pop star, exploring themes of fandom, identity, and violence.
-
D.
Swarm
Swarm is a creative work—likely a film, series, or literary piece—recognized as a significant contribution by Fam Udeorji.
-
E.
Swarm
Swarm is a work created by Michael Schaefer, recognized as one of his notable artistic or creative projects.
- 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_69d889d6535c81908be333c01deaec4e |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e43a6b71148190bb10e1fac400d6c3 |
completed | April 19, 2026, 2:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a019fef65b48190811f2e034672b572 |
completed | May 11, 2026, 9:22 a.m. |
| NEDg | Description generation | batch_6a01a176d2488190951bbe07233a37e4 |
completed | May 11, 2026, 9:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01a58b12088190828078c69c4fff4b |
completed | May 11, 2026, 9:46 a.m. |
Created at: April 10, 2026, 5:44 a.m.