Triple
T1650676
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Inland Empire |
E35682
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object | Fontana, California |
E53963
|
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: Fontana, California | Statement: [Inland Empire, contains, Fontana, California]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Fontana, California Context triple: [Inland Empire, contains, Fontana, California]
-
A.
Fontana, California
chosen
Fontana, California is a large suburban city in San Bernardino County known for its logistics hubs, industrial centers, and proximity to major Southern California freeways.
-
B.
Rancho Cucamonga, California
Rancho Cucamonga, California is a large suburban city in San Bernardino County known for its residential communities, shopping centers, and location at the foothills of the San Gabriel Mountains in Southern California.
-
C.
Fountain Valley, California
Fountain Valley, California is a suburban city in Orange County known for its residential communities, parks, and proximity to major Southern California employment centers.
-
D.
Temecula, California
Temecula, California is a rapidly growing city in Southern California’s Inland Empire region, best known for its wine country, historic Old Town, and role as a regional tourism and economic hub.
-
E.
Santa Fe Springs, California
Santa Fe Springs, California is a suburban city in southeastern Los Angeles County known for its industrial base and location within the Gateway Cities region.
- 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_69a8860568888190a32cd9f70acbba42 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a90a66b58c819082d38ef1c805cf44 |
completed | March 5, 2026, 4:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af174667b08190b0cf14a878fd4043 |
completed | March 9, 2026, 6:53 p.m. |
Created at: March 4, 2026, 7:29 p.m.