Triple

T13047240
Position Surface form Disambiguated ID Type / Status
Subject Northeastern Thailand E327355 entity
Predicate hasCulturalInfluenceFrom P2008 FINISHED
Object Khmer culture
Khmer culture is the rich and ancient cultural tradition of the Khmer people, centered in Cambodia and known for its monumental temple architecture, classical dance, distinctive language, and enduring influence across mainland Southeast Asia.
E246994 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: Khmer culture | Statement: [Northeastern Thailand, hasCulturalInfluenceFrom, Khmer culture]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Khmer culture
Context triple: [Northeastern Thailand, hasCulturalInfluenceFrom, Khmer culture]
  • A. 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.
  • B. Old Khmer
    Old Khmer is the earliest attested stage of the Khmer language, used in inscriptions of the ancient Khmer Empire and forming the linguistic foundation of modern Khmer.
  • C. Khmer architecture
    Khmer architecture is the traditional architectural style of Cambodia, characterized by intricately carved stone temples, towering prasats, and symbolic layouts exemplified by monuments like Angkor Wat.
  • D. Khmer
    Khmer is the Austroasiatic language spoken primarily in Cambodia, where it serves as the official and most widely used national language.
  • E. Institute of Khmer Culture
    The Institute of Khmer Culture is a scholarly institution dedicated to the research, preservation, and promotion of Cambodian (Khmer) cultural heritage.
  • 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: Khmer culture
Triple: [Northeastern Thailand, hasCulturalInfluenceFrom, Khmer culture]
Generated description
Khmer culture is the rich and ancient cultural tradition of the Khmer people, centered in Cambodia and known for its monumental temple architecture, classical dance, distinctive language, and enduring influence across mainland Southeast Asia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Khmer culture
Target entity description: Khmer culture is the rich and ancient cultural tradition of the Khmer people, centered in Cambodia and known for its monumental temple architecture, classical dance, distinctive language, and enduring influence across mainland Southeast Asia.
  • A. 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.
  • B. Old Khmer
    Old Khmer is the earliest attested stage of the Khmer language, used in inscriptions of the ancient Khmer Empire and forming the linguistic foundation of modern Khmer.
  • C. Khmer architecture chosen
    Khmer architecture is the traditional architectural style of Cambodia, characterized by intricately carved stone temples, towering prasats, and symbolic layouts exemplified by monuments like Angkor Wat.
  • D. Khmer
    Khmer is the Austroasiatic language spoken primarily in Cambodia, where it serves as the official and most widely used national language.
  • E. Institute of Khmer Culture
    The Institute of Khmer Culture is a scholarly institution dedicated to the research, preservation, and promotion of Cambodian (Khmer) cultural heritage.
  • 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_69d8076e64308190904fb5c93517c901 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d9805125e481908ed56f708de98a9e completed April 10, 2026, 10:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6cbd8f1308190992c0bd832e1b05e completed May 3, 2026, 4:15 a.m.
NEDg Description generation batch_69f6cd98d29c8190b33cb2cc6c477b1d completed May 3, 2026, 4:22 a.m.
NED2 Entity disambiguation (via description) batch_69f6ce23ca208190960409130c4c52a9 completed May 3, 2026, 4:25 a.m.
Created at: April 9, 2026, 8:57 p.m.