Triple
T6738132
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The New Arabs: How the Millennial Generation is Changing the Middle East |
E154007
|
entity |
| Predicate | hasAuthorSpecialization |
P466
|
FINISHED |
| Object | Middle East history |
—
|
LITERAL FINISHED |
How this triple was built (2 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: Middle East history | Statement: [The New Arabs: How the Millennial Generation is Changing the Middle East, hasAuthorSpecialization, Middle East history]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasAuthorSpecialization Context triple: [The New Arabs: How the Millennial Generation is Changing the Middle East, hasAuthorSpecialization, Middle East history]
-
A.
hasSpecialist
Indicates that one entity is associated with or assigned to a specialist entity that provides expert support, service, or oversight for it.
-
B.
hasSpecialty
chosen
Indicates that an entity possesses a particular area of expertise, focus, or professional specialization.
-
C.
hasAuthorType
Indicates that an entity is associated with an author characterized by a specific role, category, or type.
-
D.
hasAuthor
Indicates that an entity is written or created by a specific author.
-
E.
hasSpecial
Indicates that an entity possesses or is associated with a distinctive or exceptional attribute, status, or feature compared to others.
- F. None of above.
Provenance (3 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_69c6880d84d8819095d19de2295f26ac |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d1866dbc81909483fbd5ed6a3ec8 |
completed | March 27, 2026, 6:50 p.m. |
| PD | Predicate disambiguation | batch_69c6d09067a0819087ed6c820f4699f8 |
completed | March 27, 2026, 6:46 p.m. |
Created at: March 27, 2026, 2:10 p.m.