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.