Triple

T21942590
Position Surface form Disambiguated ID Type / Status
Subject Ta Oi E541858 entity
Predicate relatedEthnicGroup P1969 FINISHED
Object Pako
The Pako are an ethnic group of mainland Southeast Asia, culturally and linguistically related to neighboring highland groups such as the Ta Oi, and traditionally living in the border regions of Laos and Vietnam.
 E1508875 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: Pako | Statement: [Ta Oi, relatedEthnicGroup, Pako]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pako
Context triple: [Ta Oi, relatedEthnicGroup, Pako]
  • A. Cunco
    Cunco is a small town and municipality in southern Chile’s Araucanía Region, known for its rural character and proximity to lakes and Andean landscapes.
  • B. Perico
    Perico is the popular nickname of Spanish former professional cyclist Pedro Delgado, a Tour de France and Vuelta a España winner.
  • C. Perico
    Perico is a minor character in Ernest Hemingway's novella "The Old Man and the Sea," known as a young boy who helps the old fisherman Santiago by providing him with newspapers and showing him quiet support.
  • D. Perico
    Perico is a municipality and town located in Matanzas Province in western Cuba.
  • E. Chichiri
    Chichiri is a notable suburb of Blantyre, Malawi, known for its commercial centers and public facilities.
  • 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: Pako
Triple: [Ta Oi, relatedEthnicGroup, Pako]
Generated description
The Pako are an ethnic group of mainland Southeast Asia, culturally and linguistically related to neighboring highland groups such as the Ta Oi, and traditionally living in the border regions of Laos and Vietnam.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pako
Target entity description: The Pako are an ethnic group of mainland Southeast Asia, culturally and linguistically related to neighboring highland groups such as the Ta Oi, and traditionally living in the border regions of Laos and Vietnam.
  • A. Cunco
    Cunco is a small town and municipality in southern Chile’s Araucanía Region, known for its rural character and proximity to lakes and Andean landscapes.
  • B. Perico
    Perico is the popular nickname of Spanish former professional cyclist Pedro Delgado, a Tour de France and Vuelta a España winner.
  • C. Perico
    Perico is a municipality and town located in Matanzas Province in western Cuba.
  • D. Perico
    Perico is a minor character in Ernest Hemingway's novella "The Old Man and the Sea," known as a young boy who helps the old fisherman Santiago by providing him with newspapers and showing him quiet support.
  • E. Chichiri
    Chichiri is a notable suburb of Blantyre, Malawi, known for its commercial centers and public facilities.
  • 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_69e0c47e2e5c81909a7f74ce3de50911 completed April 16, 2026, 11:14 a.m.
NER Named-entity recognition batch_69f1242345dc8190aa6ddf61cf864e2d completed April 28, 2026, 9:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a60ee7cc48190bf32574b758c6425 completed May 18, 2026, 12:44 a.m.
NEDg Description generation batch_6a0a6170bc5c8190b6b28e02675da476 completed May 18, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_6a0a61f66a988190b07a9e36cacf44bf completed May 18, 2026, 12:48 a.m.
Created at: April 16, 2026, 7:56 p.m.