Triple
T5143732
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United Federation of Planets |
E116018
|
entity |
| Predicate | notableAdversaries |
P11706
|
FINISHED |
| Object | Borg Collective |
E302634
|
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: Borg Collective | Statement: [United Federation of Planets, notableAdversaries, Borg Collective]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Borg Collective Context triple: [United Federation of Planets, notableAdversaries, Borg Collective]
-
A.
the Borg
chosen
The Borg are a collective of cybernetic beings in the Star Trek universe who assimilate other species and technologies into their hive mind in pursuit of perfection.
-
B.
Jem'Hadar
The Jem'Hadar are a genetically engineered, fanatically loyal warrior race serving the Dominion as its primary military force in the Star Trek universe.
-
C.
Klingons
Klingons are a warrior race in the Star Trek universe known for their strict honor code, martial culture, and distinctive ridged foreheads.
-
D.
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.
-
E.
Trade Federation
The Trade Federation is a powerful interstellar commerce guild in the Star Wars universe, known for its vast droid armies, control of trade routes, and role in instigating the Naboo crisis.
- 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_69bd4446c0e08190a7c29dc74976bf03 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd846dfb908190827fbee5a5ae55e2 |
completed | March 20, 2026, 5:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69becff0df5881909d247dd3db49f6c2 |
completed | March 21, 2026, 5:05 p.m. |
Created at: March 20, 2026, 1:43 p.m.