Triple
T2349860
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ontario, California |
E47420
|
entity |
| Predicate | hasNeighboringCity |
P3883
|
FINISHED |
| Object |
Upland, California
Upland, California is a suburban city in San Bernardino County at the foot of the San Gabriel Mountains, forming part of the Inland Empire region of Southern California.
|
E268744
|
NE FINISHED |
How this triple was built (4 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: Upland, California | Statement: [Ontario, California, hasNeighboringCity, Upland, California]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Upland, California Context triple: [Ontario, California, hasNeighboringCity, Upland, California]
-
A.
Woodside, California
Woodside, California is an affluent, semi-rural town on the San Francisco Peninsula known for its large estates, equestrian culture, and proximity to Silicon Valley.
-
B.
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.
-
C.
Rutherford, California
Rutherford, California is a small community in Napa Valley renowned for its premium wineries and distinctive Cabernet Sauvignon wines.
-
D.
Hesperia, California
Hesperia, California is a high desert city in San Bernardino County known for its location along major transportation routes between the Inland Empire and the Mojave Desert.
-
E.
Greenfield, California
Greenfield, California is a small agricultural city in the Salinas Valley known for its vineyards and vegetable farming.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Upland, California Triple: [Ontario, California, hasNeighboringCity, Upland, California]
Generated description
Upland, California is a suburban city in San Bernardino County at the foot of the San Gabriel Mountains, forming part of the Inland Empire region of Southern California.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Upland, California Target entity description: Upland, California is a suburban city in San Bernardino County at the foot of the San Gabriel Mountains, forming part of the Inland Empire region of Southern California.
-
A.
Woodside, California
Woodside, California is an affluent, semi-rural town on the San Francisco Peninsula known for its large estates, equestrian culture, and proximity to Silicon Valley.
-
B.
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.
-
C.
Rutherford, California
Rutherford, California is a small community in Napa Valley renowned for its premium wineries and distinctive Cabernet Sauvignon wines.
-
D.
Hesperia, California
Hesperia, California is a high desert city in San Bernardino County known for its location along major transportation routes between the Inland Empire and the Mojave Desert.
-
E.
Greenfield, California
Greenfield, California is a small agricultural city in the Salinas Valley known for its vineyards and vegetable farming.
- F. None of above. chosen
Provenance (5 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_69a88a1b678c8190bce986922ba60ce0 |
completed | March 4, 2026, 7:38 p.m. |
| NER | Named-entity recognition | batch_69abc6cfffc88190b49433f52581420e |
completed | March 7, 2026, 6:33 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69aef0913e748190bbb5c54b86b415bd |
completed | March 9, 2026, 4:08 p.m. |
| NEDg | Description generation | batch_69aef57af0ac8190a0a7a5c321ff90a1 |
completed | March 9, 2026, 4:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69aef6f613ac8190b8951d8a62dfba22 |
completed | March 9, 2026, 4:36 p.m. |
Created at: March 4, 2026, 7:54 p.m.