Triple
T17520195
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chainer |
E426662
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object | Preferred Networks |
—
|
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: Preferred Networks | Statement: [Chainer, developer, Preferred Networks]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Preferred Networks Context triple: [Chainer, developer, Preferred Networks]
-
A.
Mutual Network
Mutual Network was a major American radio network that operated throughout much of the 20th century, known for its news, entertainment programs, and nationwide affiliates.
-
B.
Exclusive Networks
Exclusive Networks is a global cybersecurity-focused value-added distributor that provides specialized security and cloud solutions through an extensive network of channel partners.
-
C.
Starck Network
Starck Network is a design and creative agency founded by renowned French designer Philippe Starck to develop and manage his wide-ranging design projects and collaborations.
-
D.
PNN
PNN is the London Stock Exchange ticker symbol for Pennon Group, a UK-based water utility and environmental infrastructure company.
-
E.
Netze
Netze is the German name for the Noteć, a river in north-central Poland that is a tributary of the Warta.
- 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: Preferred Networks Target entity description: Preferred Networks is a Japanese technology company specializing in artificial intelligence and deep learning, known for creating the Chainer deep learning framework and collaborating with major industrial partners.
-
A.
Mutual Network
Mutual Network was a major American radio network that operated throughout much of the 20th century, known for its news, entertainment programs, and nationwide affiliates.
-
B.
Exclusive Networks
Exclusive Networks is a global cybersecurity-focused value-added distributor that provides specialized security and cloud solutions through an extensive network of channel partners.
-
C.
Starck Network
Starck Network is a design and creative agency founded by renowned French designer Philippe Starck to develop and manage his wide-ranging design projects and collaborations.
-
D.
PNN
PNN is the London Stock Exchange ticker symbol for Pennon Group, a UK-based water utility and environmental infrastructure company.
-
E.
Netze
Netze is the German name for the Noteć, a river in north-central Poland that is a tributary of the Warta.
- 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_69d889de677081909b22d2657b1f0292 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e452d23cf08190925510344fa36f57 |
completed | April 19, 2026, 3:58 a.m. |
Created at: April 10, 2026, 5:49 a.m.