Triple

T10670564
Position Surface form Disambiguated ID Type / Status
Subject Chinese Filipinos E251473 entity
Predicate relatedGroup P37 FINISHED
Object Chinese Cambodians
Chinese Cambodians are an ethnic Chinese minority in Cambodia whose communities have historically played significant roles in the country’s commerce, culture, and diaspora networks across Southeast Asia.
E879549 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: Chinese Cambodians | Statement: [Chinese Filipinos, relatedGroup, Chinese Cambodians]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chinese Cambodians
Context triple: [Chinese Filipinos, relatedGroup, Chinese Cambodians]
  • A. Cambodian American
    Cambodian Americans are U.S. residents or citizens of Cambodian descent, many of whom arrived as refugees after the Khmer Rouge era and maintain distinct cultural traditions within the broader Asian American community.
  • B. Khmer people
    The Khmer people are the indigenous ethnic group of Cambodia, known for their rich cultural heritage, including the Khmer language, Theravada Buddhist traditions, and the historical Angkor civilization.
  • C. Hmong American
    Hmong Americans are an ethnic group in the United States with roots in the Hmong communities of Southeast Asia, many of whom arrived as refugees after the Vietnam War and have since established significant communities, particularly in California, Minnesota, and Wisconsin.
  • D. Vietnamese Americans
    Vietnamese Americans are U.S. residents and citizens of Vietnamese descent, many of whom arrived as refugees after the Vietnam War and have since formed vibrant communities that contribute significantly to American cultural, political, and economic life.
  • E. Laotian American
    Laotian Americans are people in the United States of Laotian descent, many of whom arrived as refugees after the Vietnam War and have established communities particularly in states like California, Minnesota, and Texas.
  • 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: Chinese Cambodians
Triple: [Chinese Filipinos, relatedGroup, Chinese Cambodians]
Generated description
Chinese Cambodians are an ethnic Chinese minority in Cambodia whose communities have historically played significant roles in the country’s commerce, culture, and diaspora networks across Southeast Asia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chinese Cambodians
Target entity description: Chinese Cambodians are an ethnic Chinese minority in Cambodia whose communities have historically played significant roles in the country’s commerce, culture, and diaspora networks across Southeast Asia.
  • A. Cambodian American
    Cambodian Americans are U.S. residents or citizens of Cambodian descent, many of whom arrived as refugees after the Khmer Rouge era and maintain distinct cultural traditions within the broader Asian American community.
  • B. Khmer people
    The Khmer people are the indigenous ethnic group of Cambodia, known for their rich cultural heritage, including the Khmer language, Theravada Buddhist traditions, and the historical Angkor civilization.
  • C. Hmong American
    Hmong Americans are an ethnic group in the United States with roots in the Hmong communities of Southeast Asia, many of whom arrived as refugees after the Vietnam War and have since established significant communities, particularly in California, Minnesota, and Wisconsin.
  • D. Vietnamese Americans
    Vietnamese Americans are U.S. residents and citizens of Vietnamese descent, many of whom arrived as refugees after the Vietnam War and have since formed vibrant communities that contribute significantly to American cultural, political, and economic life.
  • E. Laotian American
    Laotian Americans are people in the United States of Laotian descent, many of whom arrived as refugees after the Vietnam War and have established communities particularly in states like California, Minnesota, and Texas.
  • 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_69d6aa5b0d2881909584b20efc5877f0 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6f86390648190851693aedce6b7ad completed April 9, 2026, 12:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69d98865f700819093c8cadc6fcef75f completed April 10, 2026, 11:31 p.m.
NEDg Description generation batch_69d98ae8403c81908a229aa06bd0388a completed April 10, 2026, 11:42 p.m.
NED2 Entity disambiguation (via description) batch_69d98ce9ba0c8190a7c62fa670e23705 completed April 10, 2026, 11:51 p.m.
Created at: April 8, 2026, 9:09 p.m.