Triple
T18301921
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | IFLA Library Reference Model |
E438376
|
entity |
| Predicate | definesEntity |
P79651
|
FINISHED |
| Object | Agentive Collective Agent |
—
|
NE NERFINISHED |
How this triple was built (3 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: Agentive Collective Agent | Statement: [IFLA Library Reference Model, definesEntity, Agentive Collective Agent]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Agentive Collective Agent Context triple: [IFLA Library Reference Model, definesEntity, Agentive Collective Agent]
-
A.
MPE (Multi-Agent Particle Environments)
MPE (Multi-Agent Particle Environments) is a classic collection of lightweight 2D multi-agent reinforcement learning benchmark environments featuring simple particle-based agents and tasks like cooperation, competition, and communication.
-
B.
Adept AI
Adept AI is an artificial intelligence research and product company focused on building AI agents that can use existing software tools to perform complex tasks for users.
-
C.
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.
-
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 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.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Agentive Collective Agent Target entity description: An Agentive Collective Agent is a group or organization capable of intentional actions, such as institutions, associations, or corporate bodies, treated as a single acting entity in bibliographic and information models.
-
A.
MPE (Multi-Agent Particle Environments)
MPE (Multi-Agent Particle Environments) is a classic collection of lightweight 2D multi-agent reinforcement learning benchmark environments featuring simple particle-based agents and tasks like cooperation, competition, and communication.
-
B.
Adept AI
Adept AI is an artificial intelligence research and product company focused on building AI agents that can use existing software tools to perform complex tasks for users.
-
C.
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.
-
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 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.
- F. None of above. chosen
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_69d8b915e3e881909125d760c15d0c29 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e50180ac48819090e9a8f11ba10c3d |
completed | April 19, 2026, 4:23 p.m. |
Created at: April 10, 2026, 10:35 a.m.