Triple
T2834704
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Star Trek: The Next Generation |
E62320
|
entity |
| Predicate | notableAntagonist |
P11706
|
FINISHED |
| Object |
the Borg
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.
|
E302634
|
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: the Borg | Statement: [Star Trek: The Next Generation, notableAntagonist, the Borg]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: the Borg Context triple: [Star Trek: The Next Generation, notableAntagonist, the Borg]
-
A.
Zorgons
Zorgons are a hostile reptilian alien species that serve as the primary antagonists in the sci-fi adventure film "Zathura: A Space Adventure."
-
B.
Port of Borg
The Port of Borg is a key commercial seaport in eastern Norway that handles regional cargo traffic and supports industrial and maritime activities in the area.
-
C.
Zerg
Zerg are a highly adaptive, insectoid alien race in the StarCraft universe known for their rapid swarming tactics and biological evolution.
-
D.
Cyborg
Cyborg is a prominent DC Comics superhero, best known as a technologically enhanced human and key member of teams like the Teen Titans and the Justice League.
-
E.
Vogon
Vogons are a fictional alien species from Douglas Adams' "The Hitchhiker's Guide to the Galaxy," notorious for their bureaucratic cruelty and infamously bad poetry.
- 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: the Borg Triple: [Star Trek: The Next Generation, notableAntagonist, the Borg]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: the Borg Target entity description: 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.
-
A.
Zorgons
Zorgons are a hostile reptilian alien species that serve as the primary antagonists in the sci-fi adventure film "Zathura: A Space Adventure."
-
B.
Port of Borg
The Port of Borg is a key commercial seaport in eastern Norway that handles regional cargo traffic and supports industrial and maritime activities in the area.
-
C.
Zerg
Zerg are a highly adaptive, insectoid alien race in the StarCraft universe known for their rapid swarming tactics and biological evolution.
-
D.
Cyborg
Cyborg is a prominent DC Comics superhero, best known as a technologically enhanced human and key member of teams like the Teen Titans and the Justice League.
-
E.
Vogon
Vogons are a fictional alien species from Douglas Adams' "The Hitchhiker's Guide to the Galaxy," notorious for their bureaucratic cruelty and infamously bad poetry.
- 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_69ab4c3c39188190955b9c49d98463d8 |
completed | March 6, 2026, 9:50 p.m. |
| NER | Named-entity recognition | batch_69abe08ae5048190a0a3b573d9a5fdbc |
completed | March 7, 2026, 8:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afe8c45c548190ac67b94a845cc730 |
completed | March 10, 2026, 9:47 a.m. |
| NEDg | Description generation | batch_69afe9a000c4819085be1794bff0d506 |
completed | March 10, 2026, 9:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b0010b0ddc8190b4bfb18448f88077 |
completed | March 10, 2026, 11:31 a.m. |
Created at: March 6, 2026, 10:01 p.m.