Triple
T9091089
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Westminster, California |
E217882
|
entity |
| Predicate | hasDistrict |
P459
|
FINISHED |
| Object |
Little Saigon, Orange County
Little Saigon, Orange County is a major Vietnamese-American cultural and commercial enclave in Southern California known for its dense concentration of Vietnamese restaurants, shops, and community institutions.
|
E777674
|
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: Little Saigon, Orange County | Statement: [Westminster, California, hasDistrict, Little Saigon, Orange County]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Little Saigon, Orange County Context triple: [Westminster, California, hasDistrict, Little Saigon, Orange County]
-
A.
Little Saigon
Little Saigon is a Vietnamese-focused commercial and cultural enclave known for its restaurants, markets, and community businesses within Seattle’s International District.
-
B.
Cambodia Town, Long Beach
Cambodia Town, Long Beach is a vibrant cultural and commercial district in Long Beach, California, known as a major hub of Cambodian American life, businesses, and community institutions in the United States.
-
C.
Bayview-Montalvin, California
Bayview-Montalvin is an unincorporated residential community and census-designated place in western Contra Costa County, California, located near the city of Richmond along the San Pablo Bay.
-
D.
Mission Viejo, California
Mission Viejo, California is a master-planned suburban city in southern Orange County known for its residential communities, lake, and family-oriented environment.
-
E.
Oakland Chinatown
Oakland Chinatown is a historic Asian American neighborhood in Oakland, California, known for its Chinese and broader East Asian communities, markets, restaurants, and cultural institutions.
- 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: Little Saigon, Orange County Triple: [Westminster, California, hasDistrict, Little Saigon, Orange County]
Generated description
Little Saigon, Orange County is a major Vietnamese-American cultural and commercial enclave in Southern California known for its dense concentration of Vietnamese restaurants, shops, and community institutions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Little Saigon, Orange County Target entity description: Little Saigon, Orange County is a major Vietnamese-American cultural and commercial enclave in Southern California known for its dense concentration of Vietnamese restaurants, shops, and community institutions.
-
A.
Little Saigon
Little Saigon is a Vietnamese-focused commercial and cultural enclave known for its restaurants, markets, and community businesses within Seattle’s International District.
-
B.
Cambodia Town, Long Beach
Cambodia Town, Long Beach is a vibrant cultural and commercial district in Long Beach, California, known as a major hub of Cambodian American life, businesses, and community institutions in the United States.
-
C.
Bayview-Montalvin, California
Bayview-Montalvin is an unincorporated residential community and census-designated place in western Contra Costa County, California, located near the city of Richmond along the San Pablo Bay.
-
D.
Mission Viejo, California
Mission Viejo, California is a master-planned suburban city in southern Orange County known for its residential communities, lake, and family-oriented environment.
-
E.
Oakland Chinatown
Oakland Chinatown is a historic Asian American neighborhood in Oakland, California, known for its Chinese and broader East Asian communities, markets, restaurants, and cultural institutions.
- 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_69ca83d8ab5881909d8fddae363b32b1 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cc965b73848190af309cd7d2f14066 |
completed | April 1, 2026, 3:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d017ecc8b4819094dc0b009484ec00 |
completed | April 3, 2026, 7:41 p.m. |
| NEDg | Description generation | batch_69d019652fe8819096cccb8cff431261 |
completed | April 3, 2026, 7:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d01a290de881909482b7eb70bef0e3 |
completed | April 3, 2026, 7:51 p.m. |
Created at: March 30, 2026, 7:14 p.m.