Triple
T322835
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Khmer |
E6451
|
entity |
| Predicate | hasDialects |
P4251
|
FINISHED |
| Object |
Northern Khmer
Northern Khmer is a regional variety of the Khmer language spoken primarily in northeastern Thailand, distinguished by its own phonological and lexical features.
|
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: Northern Khmer | Statement: [Khmer, hasDialects, Northern Khmer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northern Khmer Context triple: [Khmer, hasDialects, Northern Khmer]
-
A.
Khmer
Khmer is the Austroasiatic language spoken primarily in Cambodia, where it serves as the official and most widely used national language.
-
B.
Mon-Khmer
Mon-Khmer is a major branch of the Austroasiatic language family that includes numerous languages spoken across mainland Southeast Asia and parts of South Asia.
-
C.
Prey Nokor
Prey Nokor was a historic Khmer port city that later developed into the Vietnamese metropolis now known as Ho Chi Minh City (formerly Saigon).
-
D.
Khmer script
Khmer script is an abugida writing system used primarily for the Khmer language of Cambodia, characterized by its intricate consonant and vowel symbols derived from the ancient Brahmi script.
-
E.
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.
- 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: Northern Khmer Triple: [Khmer, hasDialects, Northern Khmer]
Generated description
Northern Khmer is a regional variety of the Khmer language spoken primarily in northeastern Thailand, distinguished by its own phonological and lexical features.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Northern Khmer Target entity description: Northern Khmer is a regional variety of the Khmer language spoken primarily in northeastern Thailand, distinguished by its own phonological and lexical features.
-
A.
Khmer
chosen
Khmer is the Austroasiatic language spoken primarily in Cambodia, where it serves as the official and most widely used national language.
-
B.
Mon-Khmer
Mon-Khmer is a major branch of the Austroasiatic language family that includes numerous languages spoken across mainland Southeast Asia and parts of South Asia.
-
C.
Prey Nokor
Prey Nokor was a historic Khmer port city that later developed into the Vietnamese metropolis now known as Ho Chi Minh City (formerly Saigon).
-
D.
Khmer script
Khmer script is an abugida writing system used primarily for the Khmer language of Cambodia, characterized by its intricate consonant and vowel symbols derived from the ancient Brahmi script.
-
E.
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.
- 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_69a2e7933d6c8190bb2592ad13286ef2 |
completed | Feb. 28, 2026, 1:03 p.m. |
| NER | Named-entity recognition | batch_69a2ea82ba748190bae651f5de908617 |
completed | Feb. 28, 2026, 1:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3d240b0d881908611456ba7b29fce |
completed | March 1, 2026, 5:44 a.m. |
| NEDg | Description generation | batch_69a3d2cf9bb08190bffa5c03147b6aff |
completed | March 1, 2026, 5:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3d34bbbcc819089cf2123da185eb3 |
completed | March 1, 2026, 5:48 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.