Triple
T2140673
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cambodian American |
E46751
|
entity |
| Predicate | notableEnclave |
P37058
|
FINISHED |
| Object |
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.
|
E237619
|
NE FINISHED |
How this triple was built (5 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: Cambodia Town, Long Beach | Statement: [Cambodian American, notableEnclave, Cambodia Town, Long Beach]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cambodia Town, Long Beach Context triple: [Cambodian American, notableEnclave, Cambodia Town, Long Beach]
-
A.
Kobe Chinatown
Kobe Chinatown is a compact, bustling Chinese district in central Kobe, Japan, known for its vibrant streets, food stalls, and cultural festivals.
-
B.
Thai Town
Thai Town is a vibrant Los Angeles neighborhood known as the cultural and commercial hub for the Thai-American community, featuring Thai restaurants, markets, and festivals.
-
C.
Chinatown, Honolulu
Chinatown, Honolulu is a historic neighborhood on the western edge of downtown Honolulu known for its Chinese and Asian cultural heritage, markets, eateries, and arts scene.
-
D.
Larcomar
Larcomar is a popular cliffside shopping and entertainment center in Lima, Peru, overlooking the Pacific Ocean and known for its restaurants, boutiques, and ocean views.
-
E.
Harbor City
Harbor City is a residential and industrial neighborhood in the Harbor region of Los Angeles, California, known for its proximity to the Port of Los Angeles and its diverse, working-class community.
- 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: Cambodia Town, Long Beach Triple: [Cambodian American, notableEnclave, Cambodia Town, Long Beach]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cambodia Town, Long Beach Target entity description: 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.
-
A.
Kobe Chinatown
Kobe Chinatown is a compact, bustling Chinese district in central Kobe, Japan, known for its vibrant streets, food stalls, and cultural festivals.
-
B.
Thai Town
Thai Town is a vibrant Los Angeles neighborhood known as the cultural and commercial hub for the Thai-American community, featuring Thai restaurants, markets, and festivals.
-
C.
Chinatown, Honolulu
Chinatown, Honolulu is a historic neighborhood on the western edge of downtown Honolulu known for its Chinese and Asian cultural heritage, markets, eateries, and arts scene.
-
D.
Larcomar
Larcomar is a popular cliffside shopping and entertainment center in Lima, Peru, overlooking the Pacific Ocean and known for its restaurants, boutiques, and ocean views.
-
E.
Harbor City
Harbor City is a residential and industrial neighborhood in the Harbor region of Los Angeles, California, known for its proximity to the Port of Los Angeles and its diverse, working-class community.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: notableEnclave Context triple: [Cambodian American, notableEnclave, Cambodia Town, Long Beach]
-
A.
notableGate
Indicates that a gate is recognized as significant, prominent, or noteworthy in some context.
-
B.
notableAce
Indicates that one entity is a particularly distinguished or outstanding example (an “ace”) within the domain or activity associated with the other entity.
-
C.
notableLocation
Indicates that a location is especially significant, prominent, or noteworthy in relation to the subject.
-
D.
notableStateConcentration
Indicates that a significant portion of the instances or activity of something is concentrated within a particular state or region.
-
E.
notableTarget
Indicates that the subject is particularly significant, prominent, or noteworthy with respect to the specified target.
- F. None of above. chosen
Provenance (7 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_69ae51b37ce08190add9df46cc17ba89 |
completed | March 9, 2026, 4:50 a.m. |
| NEDg | Description generation | batch_69ae52e539f081908424c4093c125861 |
completed | March 9, 2026, 4:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae5357e1088190bcffccb37030f3fc |
completed | March 9, 2026, 4:58 a.m. |
| PD | Predicate disambiguation | batch_69abbd96a3b0819081efbfef975e1513 |
completed | March 7, 2026, 5:54 a.m. |
| PDg | Predicate description generation | batch_69abbf71edf08190add69022aabfd49d |
completed | March 7, 2026, 6:02 a.m. |
Created at: March 4, 2026, 7:44 p.m.