Triple
T16757796
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Candler |
E407253
|
entity |
| Predicate | associatedWithUrbanDevelopment |
P53591
|
FINISHED |
| Object | early 20th-century Atlanta 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: early 20th-century Atlanta development | Statement: [Candler, associatedWithUrbanDevelopment, early 20th-century Atlanta development]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: associatedWithUrbanDevelopment Context triple: [Candler, associatedWithUrbanDevelopment, early 20th-century Atlanta development]
-
A.
urbanDevelopmentLinkedTo
chosen
Indicates a relationship where changes or activities in urban development are causally or correlationally connected to another factor, condition, or outcome.
-
B.
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.
-
C.
urbanDevelopmentProject
Indicates a project that plans, manages, or executes changes to urban areas, such as construction, renewal, or infrastructure improvements.
-
D.
hasUrbanPlanning
Indicates that an entity is involved in, responsible for, or characterized by activities or attributes related to urban planning.
-
E.
urbanDevelopmentType
Indicates the specific category or nature of urban development associated with or applied to an entity (e.g., residential, commercial, mixed-use).
- 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_69d8839174188190909f190097207065 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e3abea156c8190a5ee6d0028471810 |
completed | April 18, 2026, 4:06 p.m. |
| PD | Predicate disambiguation | batch_69e319cbd79c8190a03587a61c18bec0 |
completed | April 18, 2026, 5:42 a.m. |
Created at: April 10, 2026, 5:21 a.m.