Triple
T37406688
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Creative City of Design |
E929150
|
entity |
| Predicate | obligesCitiesTo |
P6254
|
FINISHED |
| Object | develop action plans for design-led urban development |
—
|
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: develop action plans for design-led urban development | Statement: [Creative City of Design, obligesCitiesTo, develop action plans for design-led urban development]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: obligesCitiesTo Context triple: [Creative City of Design, obligesCitiesTo, develop action plans for design-led urban development]
-
A.
obligation
chosen
Indicates that one entity is bound or required to perform a duty, action, or fulfill a condition toward another entity or according to a rule or agreement.
-
B.
allowsMunicipalitiesTo
Indicates that an entity grants municipalities the authority, permission, or legal capacity to perform a specified action or exercise a particular power.
-
C.
isObligatory
Indicates that an entity is required or must be performed, fulfilled, or complied with according to some rule, norm, or obligation.
-
D.
obligationCondition
Indicates that one situation or state serves as the condition under which an obligation for an entity becomes active or must be fulfilled.
-
E.
hasCityRight
Indicates that an entity possesses legal or official rights associated with a particular city, such as jurisdiction, privileges, or authority within that city.
- 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_69f76ebbf79c8190b85bbcf3a6be57e4 |
completed | May 3, 2026, 3:50 p.m. |
| NER | Named-entity recognition | batch_69fb9e1845e881908d19158440cf3b87 |
completed | May 6, 2026, 8:01 p.m. |
| PD | Predicate disambiguation | batch_69fb8d08d6988190a00794ac26078348 |
completed | May 6, 2026, 6:48 p.m. |
Created at: May 3, 2026, 4:16 p.m.