Triple
T8073068
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | County of Orange |
E188421
|
entity |
| Predicate | hasCity |
P316
|
FINISHED |
| Object | Tustin, California |
E201771
|
NE 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: Tustin, California | Statement: [County of Orange, hasCity, Tustin, California]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tustin, California Context triple: [County of Orange, hasCity, Tustin, California]
-
A.
Tustin, California
chosen
Tustin, California is a suburban city in Southern California known for its historic Old Town, proximity to major employment centers, and location in the heart of Orange County.
-
B.
Garden Grove
Garden Grove is a suburban city in northern Orange County, California, known for its diverse population, residential character, and proximity to major Southern California attractions.
-
C.
Costa Mesa
Costa Mesa is a city in Orange County, California, known for its major shopping centers, arts and theater district, and proximity to Southern California beaches.
-
D.
Laguna Niguel, California
Laguna Niguel, California is a suburban city in southern Orange County known for its master-planned communities, rolling hills, and proximity to the Pacific Coast.
-
E.
Laguna Beach
Laguna Beach is a coastal Southern California city renowned for its scenic beaches, vibrant arts community, and historic role as a hub for the California Impressionist art movement.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69ca82b50c708190863f661d438e68df |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb40482200819086c639f64c01fbb5 |
completed | March 31, 2026, 3:32 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce1c750c7c81908ad680f942bcbe9c |
completed | April 2, 2026, 7:36 a.m. |
Created at: March 30, 2026, 5:27 p.m.