Triple

T7939422

Position	Surface form	Disambiguated ID	Type / Status
Subject	Google Borg	`E184354`	entity
Predicate	internalName	`P75661`	FINISHED
Object	Borg Borg is Google’s large-scale cluster management and scheduling system used to run and coordinate its internal workloads across vast data centers.	`E699834`	NE FINISHED

How this triple was built (5 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 | Statement: [Google Borg, internalName, Borg]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Borg
Context triple: [Google Borg, internalName, Borg]

A. Borg
Borg is a surname of Scandinavian origin borne by various notable individuals across different fields.
B. 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.
C. 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.
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. Borg cube
The Borg cube is a massive, cube-shaped starship used by the cybernetic Borg Collective in the Star Trek universe, known for its overwhelming power, adaptability, and relentless pursuit of assimilation.
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: Borg
Triple: [Google Borg, internalName, Borg]

Generated description

Borg is Google’s large-scale cluster management and scheduling system used to run and coordinate its internal workloads across vast data centers.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Borg
Target entity description: Borg is Google’s large-scale cluster management and scheduling system used to run and coordinate its internal workloads across vast data centers.

A. Borg
Borg is a surname of Scandinavian origin borne by various notable individuals across different fields.
B. 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.
C. 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.
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. Borg cube
The Borg cube is a massive, cube-shaped starship used by the cybernetic Borg Collective in the Star Trek universe, known for its overwhelming power, adaptability, and relentless pursuit of assimilation.
F. None of above. chosen

PD Predicate disambiguation gpt-5-mini-2025-08-07

Target predicate: internalName
Context triple: [Google Borg, internalName, Borg]

A. importName
Indicates that one entity brings another entity into a scope, module, or context under a specific name used for reference.
B. hasInternalDesignationFor chosen
Indicates that one entity assigns or uses an internal label, code, or designation to refer to another entity.
C. exportName
Indicates that one entity is exported under a specific name or label in relation to another context or system.
D. innerOrderName
Indicates the name or label assigned to an internal or subordinate order within a larger ordering or process.
E. usedInternally
Indicates that something is utilized within an organization, system, or component itself rather than being exposed or provided for external use.
F. None of above.

Provenance (6 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_69ca8290c21c8190906a5ca6fe2b03c4`	completed	March 30, 2026, 2:02 p.m.
NER	Named-entity recognition	`batch_69cb3b0983388190a77e8d5d899c5130`	completed	March 31, 2026, 3:10 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cb5c0e868481908748d340244ea8ea`	completed	March 31, 2026, 5:30 a.m.
NEDg	Description generation	`batch_69cb7634f4dc8190b5e537f24bccd651`	completed	March 31, 2026, 7:22 a.m.
NED2	Entity disambiguation (via description)	`batch_69cbb67e77a48190b93c6ba61becfac4`	completed	March 31, 2026, 11:56 a.m.
PD	Predicate disambiguation	`batch_69cae93526d081909303265bf60419fd`	completed	March 30, 2026, 9:20 p.m.

Created at: March 30, 2026, 5:08 p.m.