Triple
T1938457
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Prey Nokor |
E41497
|
entity |
| Predicate | usedByEthnicGroup |
P4709
|
FINISHED |
| Object |
Cambodian people
Cambodian people are an ethnic group native to Cambodia, primarily known as the Khmer, with a distinct culture, language, and history centered in mainland Southeast Asia.
|
E6451
|
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: Cambodian people | Statement: [Prey Nokor, usedByEthnicGroup, Cambodian people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cambodian people Context triple: [Prey Nokor, usedByEthnicGroup, Cambodian people]
-
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.
Kinh people
The Kinh people are the majority ethnic group in Vietnam, historically dominant in the country’s politics, culture, and language.
-
C.
Cambodia
Cambodia is a Southeast Asian nation known for its ancient Khmer civilization, the Angkor Wat temple complex, and a modern history marked by French colonial rule and the Khmer Rouge regime.
-
D.
Khmer
Khmer is the Austroasiatic language spoken primarily in Cambodia, where it serves as the official and most widely used national language.
-
E.
Hmong
Hmong is a Hmong-Mien language spoken by the Hmong people, many of whom are part of the Asian American community, with several dialects and a rich oral tradition.
- 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: Cambodian people Triple: [Prey Nokor, usedByEthnicGroup, Cambodian people]
Generated description
Cambodian people are an ethnic group native to Cambodia, primarily known as the Khmer, with a distinct culture, language, and history centered in mainland Southeast Asia.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cambodian people Target entity description: Cambodian people are an ethnic group native to Cambodia, primarily known as the Khmer, with a distinct culture, language, and history centered in mainland 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.
Kinh people
The Kinh people are the majority ethnic group in Vietnam, historically dominant in the country’s politics, culture, and language.
-
C.
Cambodia
Cambodia is a Southeast Asian nation known for its ancient Khmer civilization, the Angkor Wat temple complex, and a modern history marked by French colonial rule and the Khmer Rouge regime.
-
D.
Khmer
chosen
Khmer is the Austroasiatic language spoken primarily in Cambodia, where it serves as the official and most widely used national language.
-
E.
Hmong
Hmong is a Hmong-Mien language spoken by the Hmong people, many of whom are part of the Asian American community, with several dialects and a rich oral tradition.
- F. None of above.
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_69a88649b24c819080047f26b6db2ded |
completed | March 4, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69abb2c8be648190836580cec77a143f |
completed | March 7, 2026, 5:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adfbb52d04819097c3df9691551aaa |
completed | March 8, 2026, 10:44 p.m. |
| NEDg | Description generation | batch_69adfc1a62b48190b01d81718c827abf |
completed | March 8, 2026, 10:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adfd713c4081908a2fae2fada76dae |
completed | March 8, 2026, 10:51 p.m. |
Created at: March 4, 2026, 7:36 p.m.