Triple

T1945987
Position Surface form Disambiguated ID Type / Status
Subject Austroasiatic E42054 entity
Predicate hasHistoricalLanguage P7165 FINISHED
Object Middle Khmer
Middle Khmer is the historical stage of the Khmer language spoken in Cambodia roughly between the Angkorian period and the emergence of modern Khmer, serving as a key transitional form in the Austroasiatic language family.
 E252529 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: Middle Khmer | Statement: [Austroasiatic, hasHistoricalLanguage, Middle Khmer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Middle Khmer
Context triple: [Austroasiatic, hasHistoricalLanguage, Middle 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. Khmer Reamker
    Khmer Reamker is the Cambodian epic poem and national literary classic that adapts the Indian Ramayana into Khmer cultural, religious, and artistic traditions.
  • D. Mon Khmer
    Mon Khmer is a major branch of the Austroasiatic language family, encompassing numerous languages spoken primarily in mainland Southeast Asia.
  • E. 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.
  • 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: Middle Khmer
Triple: [Austroasiatic, hasHistoricalLanguage, Middle Khmer]
Generated description
Middle Khmer is the historical stage of the Khmer language spoken in Cambodia roughly between the Angkorian period and the emergence of modern Khmer, serving as a key transitional form in the Austroasiatic language family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Middle Khmer
Target entity description: Middle Khmer is the historical stage of the Khmer language spoken in Cambodia roughly between the Angkorian period and the emergence of modern Khmer, serving as a key transitional form in the Austroasiatic language family.
  • 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. Khmer Reamker
    Khmer Reamker is the Cambodian epic poem and national literary classic that adapts the Indian Ramayana into Khmer cultural, religious, and artistic traditions.
  • D. Mon Khmer
    Mon Khmer is a major branch of the Austroasiatic language family, encompassing numerous languages spoken primarily in mainland Southeast Asia.
  • E. 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.
  • 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_69a8870e08fc8190a319cbf2600db15f completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb300af2481908ae359972843c1ef completed March 7, 2026, 5:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae7ee4b678819097da9363e032a670 completed March 9, 2026, 8:03 a.m.
NEDg Description generation batch_69ae7fee12ac8190bb9924f7467434a6 completed March 9, 2026, 8:08 a.m.
NED2 Entity disambiguation (via description) batch_69ae8061cd348190b0b0b65dcf730f99 completed March 9, 2026, 8:10 a.m.
Created at: March 4, 2026, 7:36 p.m.