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.