Triple
T2140644
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cambodian American |
E46751
|
entity |
| Predicate | settlementConcentration |
P23004
|
FINISHED |
| Object | Long Beach, California |
E5431
|
NE FINISHED |
How this triple was built (3 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: Long Beach, California | Statement: [Cambodian American, settlementConcentration, Long Beach, California]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Long Beach, California Context triple: [Cambodian American, settlementConcentration, Long Beach, California]
-
A.
Long Beach
chosen
Long Beach is a coastal city in Southern California known for its busy port, waterfront attractions, and diverse urban community within the Los Angeles metropolitan area.
-
B.
City of Long Beach
The City of Long Beach is a coastal resort and residential city on a barrier island off the south shore of Long Island, known for its Atlantic Ocean beaches and iconic boardwalk.
-
C.
Santa Monica
Santa Monica is a coastal city in western Los Angeles County, California, known for its iconic pier, beaches, and vibrant tourism and entertainment scene.
-
D.
Manhattan Beach, California
Manhattan Beach, California is a coastal city in southwestern Los Angeles County known for its sandy beaches, beach volleyball culture, and affluent residential community.
-
E.
Newport Beach
Newport Beach is a coastal city in Southern California known for its affluent residential communities, extensive harbor, and popular beaches.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: settlementConcentration Context triple: [Cambodian American, settlementConcentration, Long Beach, California]
-
A.
settlementType
Indicates the specific kind or category of human settlement an entity represents, such as a city, village, town, or hamlet.
-
B.
settlementWith
Indicates a relationship where one party reaches or maintains a settlement or agreement with another party, typically resolving a dispute or claim.
-
C.
servesSettlement
Indicates that one entity provides services or support to a particular settlement or community.
-
D.
accessToPrincipalSettlement
Indicates that one party has the right or ability to obtain or use the main settlement amount (principal) in a financial or legal arrangement.
-
E.
populationConcentration
chosen
Indicates the degree to which a population is densely gathered or distributed within a specific area or region.
- F. None of above.
Provenance (4 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_69a88a174ab48190a5db20c132e5dccf |
completed | March 4, 2026, 7:37 p.m. |
| NER | Named-entity recognition | batch_69abbf74147c81908793c3694894f94a |
completed | March 7, 2026, 6:02 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b367d99b548190981f471e167198da |
completed | March 13, 2026, 1:26 a.m. |
| PD | Predicate disambiguation | batch_69abbd96a3b0819081efbfef975e1513 |
completed | March 7, 2026, 5:54 a.m. |
Created at: March 4, 2026, 7:44 p.m.