Triple
T9791635
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cambodia Town, Long Beach |
E237619
|
entity |
| Predicate | majorEthnicGroup |
P1898
|
FINISHED |
| Object | Khmer Americans |
E46751
|
NE FINISHED |
How this triple was built (2 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: Khmer Americans | Statement: [Cambodia Town, Long Beach, majorEthnicGroup, Khmer Americans]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Khmer Americans Context triple: [Cambodia Town, Long Beach, majorEthnicGroup, Khmer Americans]
-
A.
Cambodian American
chosen
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.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca84dc04488190b9c91193976c0960 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cda3456bac819097afb20ce9081dd7 |
completed | April 1, 2026, 10:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1cc4e30bc81909b1dce4a0cc69991 |
completed | April 5, 2026, 2:43 a.m. |
Created at: March 30, 2026, 8:28 p.m.