Triple

T3417306
Position Surface form Disambiguated ID Type / Status
Subject Champa E72039 entity
Predicate hasEthnicGroup P1898 FINISHED
Object Cham people
The Cham people are an Austronesian ethnic group of Southeast Asia, historically associated with the maritime kingdom of Champa in what is now central and southern Vietnam.
E356728 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: Cham people | Statement: [Champa, hasEthnicGroup, Cham people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cham people
Context triple: [Champa, hasEthnicGroup, Cham people]
  • A. Chol people
    The Chol people are a Mayan indigenous group of southern Mexico known for their distinct Mayan language, traditional agriculture, and rich cultural and religious practices.
  • B. Cuman people
    The Cuman people were a medieval Turkic nomadic group of the Eurasian steppe, known for their powerful confederation, cavalry warfare, and significant influence on the politics of Eastern Europe and the Byzantine world.
  • C. Colla people
    The Colla people are an indigenous Aymara-speaking group of the Andean Altiplano, historically influential in the Lake Titicaca region and central to the pre-Inca Colla Kingdom.
  • D. Buin people
    The Buin people are an indigenous ethnic group of southern Bougainville, known for their distinct Austronesian language and rich traditional cultural practices.
  • E. Mararit people
    The Mararit people are an ethnic group of the Sahel region in Chad and Sudan, traditionally speaking a Taman language and practicing agro-pastoralism.
  • 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: Cham people
Triple: [Champa, hasEthnicGroup, Cham people]
Generated description
The Cham people are an Austronesian ethnic group of Southeast Asia, historically associated with the maritime kingdom of Champa in what is now central and southern Vietnam.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cham people
Target entity description: The Cham people are an Austronesian ethnic group of Southeast Asia, historically associated with the maritime kingdom of Champa in what is now central and southern Vietnam.
  • A. Chol people
    The Chol people are a Mayan indigenous group of southern Mexico known for their distinct Mayan language, traditional agriculture, and rich cultural and religious practices.
  • B. Cuman people
    The Cuman people were a medieval Turkic nomadic group of the Eurasian steppe, known for their powerful confederation, cavalry warfare, and significant influence on the politics of Eastern Europe and the Byzantine world.
  • C. Colla people
    The Colla people are an indigenous Aymara-speaking group of the Andean Altiplano, historically influential in the Lake Titicaca region and central to the pre-Inca Colla Kingdom.
  • D. Buin people
    The Buin people are an indigenous ethnic group of southern Bougainville, known for their distinct Austronesian language and rich traditional cultural practices.
  • E. Mararit people
    The Mararit people are an ethnic group of the Sahel region in Chad and Sudan, traditionally speaking a Taman language and practicing agro-pastoralism.
  • 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_69ad85ad38e48190b7660c5118a35289 completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb92c20fc81909b5debced20ec083 completed March 8, 2026, 6 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3546c88008190980a51195251af91 completed March 13, 2026, 12:03 a.m.
NEDg Description generation batch_69b355a7dc308190ba8ab0db251592a2 completed March 13, 2026, 12:09 a.m.
NED2 Entity disambiguation (via description) batch_69b3566da174819086160cd254e0a443 completed March 13, 2026, 12:12 a.m.
Created at: March 8, 2026, 3:15 p.m.