Triple
T20235053
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | United Federation of Planets |
E498126
|
entity |
| Predicate | opposedBy |
P437
|
FINISHED |
| Object | Borg Collective |
—
|
NE NERFINISHED |
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, opposedBy, Borg Collective]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Borg Collective Context triple: [United Federation of Planets, opposedBy, Borg Collective]
-
A.
Borg
Borg is a surname of Scandinavian origin borne by various notable individuals across different fields.
-
B.
Borg
Borg is Google’s large-scale cluster management and scheduling system used to run and coordinate its internal workloads across vast data centers.
-
C.
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.
-
D.
Galactic Federation
The Galactic Federation is a powerful interstellar government and military organization in the Metroid series that oversees space exploration, law enforcement, and defense against cosmic threats.
-
E.
Klingon Defense Force
The Klingon Defense Force is the primary military organization of the Klingon Empire in the Star Trek universe, known for its warrior culture, honor-bound traditions, and aggressive spacefaring operations.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69da6274c58c81909c646eabed6f4f30 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e6716995b88190a8514b41232b0e94 |
completed | April 20, 2026, 6:33 p.m. |
Created at: April 11, 2026, 11:40 p.m.