Triple

T3828735
Position Surface form Disambiguated ID Type / Status
Subject Spanish conquest of Chile E88755 entity
Predicate opponent P437 FINISHED
Object Chango people
The Chango people are an Indigenous coastal group of northern Chile known historically for their maritime culture, fishing and seafaring traditions, and early resistance to Spanish colonization.
E445680 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: Chango people | Statement: [Spanish conquest of Chile, opponent, Chango people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chango people
Context triple: [Spanish conquest of Chile, opponent, Chango people]
  • A. Maba people
    The Maba people are a major ethnic group of eastern Chad and western Sudan, known for their distinct Nilo-Saharan language and predominantly Muslim cultural traditions.
  • B. Ndowe people
    The Ndowe people are a coastal Bantu ethnic group of Equatorial Guinea known for their fishing traditions, maritime culture, and historical interactions with European colonizers.
  • C. Ngada people
    The Ngada people are an indigenous ethnic group of central Flores in Indonesia, known for their megalithic villages, matrilineal traditions, and distinctive ritual practices.
  • D. Anioma people
    The Anioma people are an Igbo-speaking ethnic group primarily inhabiting the western Niger River region of Delta State in southern Nigeria, known for their rich cultural heritage and distinct dialects.
  • E. Mandinka people
    The Mandinka people are a major Mande-speaking ethnic group of West Africa known for their rich oral traditions, Islamic scholarship, and historical role in the Mali Empire.
  • 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: Chango people
Triple: [Spanish conquest of Chile, opponent, Chango people]
Generated description
The Chango people are an Indigenous coastal group of northern Chile known historically for their maritime culture, fishing and seafaring traditions, and early resistance to Spanish colonization.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chango people
Target entity description: The Chango people are an Indigenous coastal group of northern Chile known historically for their maritime culture, fishing and seafaring traditions, and early resistance to Spanish colonization.
  • A. Maba people
    The Maba people are a major ethnic group of eastern Chad and western Sudan, known for their distinct Nilo-Saharan language and predominantly Muslim cultural traditions.
  • B. Ndowe people
    The Ndowe people are a coastal Bantu ethnic group of Equatorial Guinea known for their fishing traditions, maritime culture, and historical interactions with European colonizers.
  • C. Ngada people
    The Ngada people are an indigenous ethnic group of central Flores in Indonesia, known for their megalithic villages, matrilineal traditions, and distinctive ritual practices.
  • D. Anioma people
    The Anioma people are an Igbo-speaking ethnic group primarily inhabiting the western Niger River region of Delta State in southern Nigeria, known for their rich cultural heritage and distinct dialects.
  • E. Mandinka people
    The Mandinka people are a major Mande-speaking ethnic group of West Africa known for their rich oral traditions, Islamic scholarship, and historical role in the Mali Empire.
  • 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_69aed9538cf881909d9ce8ca4ac7c18c completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeeb683c2081908ffa6e759a3470fe completed March 9, 2026, 3:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69bb809c4c6c8190abeb7a5bad4fab67 completed March 19, 2026, 4:50 a.m.
NEDg Description generation batch_69bb821299448190905e9de00b04e943 completed March 19, 2026, 4:56 a.m.
NED2 Entity disambiguation (via description) batch_69bb827d3e788190b65f54a12b4ed354 completed March 19, 2026, 4:58 a.m.
Created at: March 9, 2026, 3:17 p.m.