Triple
T2315002
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bou Regreg River |
E51042
|
entity |
| Predicate | hasUrbanDevelopmentProject |
P29791
|
FINISHED |
| Object | Bou Regreg Valley development project |
—
|
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: Bou Regreg Valley development project | Statement: [Bou Regreg River, hasUrbanDevelopmentProject, Bou Regreg Valley development project]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasUrbanDevelopmentProject Context triple: [Bou Regreg River, hasUrbanDevelopmentProject, Bou Regreg Valley development project]
-
A.
urbanDevelopment
Indicates the process or activities through which urban areas are planned, expanded, or transformed, including changes to infrastructure, land use, and the built environment.
-
B.
hasMetroOrTransitProject
Indicates that there exists a metro or public transit project associated with, planned for, or implemented by the referenced entity.
-
C.
urbanDevelopmentType
Indicates the specific category or nature of urban development associated with or applied to an entity (e.g., residential, commercial, mixed-use).
-
D.
plannedDevelopment
chosen
Indicates that one entity has been designated or scheduled for future development or construction by another entity.
-
E.
hasUrbanFeature
Indicates that a place or area possesses a specific urban element or infrastructure feature (such as roads, parks, or buildings) as part of its built environment.
- 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_69a88b074b908190ae983dbca7757d88 |
completed | March 4, 2026, 7:41 p.m. |
| NER | Named-entity recognition | batch_69abc685f05481909c863b29d1f6bacd |
completed | March 7, 2026, 6:32 a.m. |
| PD | Predicate disambiguation | batch_69abc58e88e481908733fdf79d3f8a15 |
completed | March 7, 2026, 6:28 a.m. |
Created at: March 4, 2026, 7:49 p.m.