Triple
T5832050
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cumberland, Georgia |
E129372
|
entity |
| Predicate | hasTypeOfDevelopment |
P2224
|
FINISHED |
| Object | mixed-use 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: mixed-use development | Statement: [Cumberland, Georgia, hasTypeOfDevelopment, mixed-use development]
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasTypeOfDevelopment Context triple: [Cumberland, Georgia, hasTypeOfDevelopment, mixed-use development]
-
A.
hasDevelopmentType
chosen
Indicates the type or category of development associated with an entity, such as the nature, form, or stage of its development.
-
B.
hasDevelopmentDimension
Indicates that something possesses or is associated with a particular aspect or dimension of development.
-
C.
showsDevelopmentOf
Indicates that one entity presents, illustrates, or makes evident the growth, progression, or evolution of another entity over time.
-
D.
partOfDevelopment
Indicates that one entity is a component, phase, or contributing element within the overall development process of another entity.
-
E.
hasDevelopmentSystem
Indicates that one entity possesses, uses, or is associated with a particular system, platform, or environment used for development activities.
- 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_69c00849d55481908b4f9f5543e0bf6d |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c044ab0a048190b84be40fb13c0f50 |
completed | March 22, 2026, 7:36 p.m. |
| PD | Predicate disambiguation | batch_69c03341e5888190a5f219b6f92cb161 |
completed | March 22, 2026, 6:21 p.m. |
Created at: March 22, 2026, 3:54 p.m.