Triple
T4412392
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Flashes of Thought |
E94879
|
entity |
| Predicate | publisher |
P29
|
FINISHED |
| Object |
Motivate Publishing
Motivate Publishing is a Dubai-based publishing house known for producing books and magazines focused on the Middle East, including works by regional leaders and thinkers.
|
E438831
|
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: Motivate Publishing | Statement: [Flashes of Thought, publisher, Motivate Publishing]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Motivate Publishing Context triple: [Flashes of Thought, publisher, Motivate Publishing]
-
A.
Priboi Publishers
Priboi Publishers was a Soviet-era publishing house known for issuing political and ideological works, including key texts by Vladimir Lenin.
-
B.
Scribe Publications
Scribe Publications is an independent Australian publishing house known for releasing a wide range of literary fiction and narrative non-fiction, including international bestsellers.
-
C.
Methuen Publishing
Methuen Publishing is a long-established British publishing house known for producing a wide range of fiction, non-fiction, and children’s literature.
-
D.
West Publishing Company
West Publishing Company is a major American legal publishing firm best known for producing comprehensive case law reporters, legal digests, and research tools used by lawyers and courts.
-
E.
Friendship Press
Friendship Press is a Christian publishing organization known for producing religious and biblical resources, including modern Bible translations and study materials.
- 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: Motivate Publishing Triple: [Flashes of Thought, publisher, Motivate Publishing]
Generated description
Motivate Publishing is a Dubai-based publishing house known for producing books and magazines focused on the Middle East, including works by regional leaders and thinkers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Motivate Publishing Target entity description: Motivate Publishing is a Dubai-based publishing house known for producing books and magazines focused on the Middle East, including works by regional leaders and thinkers.
-
A.
Priboi Publishers
Priboi Publishers was a Soviet-era publishing house known for issuing political and ideological works, including key texts by Vladimir Lenin.
-
B.
Scribe Publications
Scribe Publications is an independent Australian publishing house known for releasing a wide range of literary fiction and narrative non-fiction, including international bestsellers.
-
C.
Methuen Publishing
Methuen Publishing is a long-established British publishing house known for producing a wide range of fiction, non-fiction, and children’s literature.
-
D.
West Publishing Company
West Publishing Company is a major American legal publishing firm best known for producing comprehensive case law reporters, legal digests, and research tools used by lawyers and courts.
-
E.
Friendship Press
Friendship Press is a Christian publishing organization known for producing religious and biblical resources, including modern Bible translations and study materials.
- 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_69b34539638c8190abfea3eb29425210 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b354e656dc819093ca8395d7334006 |
completed | March 13, 2026, 12:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5f6131de08190968259a0be73cd3f |
completed | March 14, 2026, 11:58 p.m. |
| NEDg | Description generation | batch_69b5f76c8ea08190a6f6c81f0c3dcea7 |
completed | March 15, 2026, 12:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5f7e313f48190afb83123e3b24926 |
completed | March 15, 2026, 12:05 a.m. |
Created at: March 12, 2026, 11:29 p.m.