Triple

T220530
Position Surface form Disambiguated ID Type / Status
Subject Taíno E4202 entity
Predicate languageFamily P1047 FINISHED
Object Arawakan languages
The Arawakan languages are one of the largest and most widespread Indigenous language families of the Americas, historically spoken across much of South America and the Caribbean.
 E29016 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: Arawakan languages | Statement: [Taíno, languageFamily, Arawakan languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arawakan languages
Context triple: [Taíno, languageFamily, Arawakan languages]
  • A. Antillean Creole
    Antillean Creole is a French-based creole language spoken primarily in the Lesser Antilles, notably in Martinique, Guadeloupe, and surrounding islands.
  • B. Carolinean languages
    Carolinean languages are a group of closely related Austronesian languages traditionally spoken in the Caroline Islands of Micronesia.
  • C. Papiamento
    Papiamento is a creole language primarily spoken in the Caribbean islands of Aruba, Curaçao, and Bonaire, with communities of speakers also found in parts of Europe and the Americas.
  • D. New Caledonian–Loyalty languages
    The New Caledonian–Loyalty languages are a subgroup of Oceanic languages spoken primarily in New Caledonia and the Loyalty Islands in the southwest Pacific.
  • E. Southern Bantoid
    Southern Bantoid is a major branch of the Bantoid languages that includes the large Bantu language family spoken across much of sub-Saharan Africa.
  • 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: Arawakan languages
Triple: [Taíno, languageFamily, Arawakan languages]
Generated description
The Arawakan languages are one of the largest and most widespread Indigenous language families of the Americas, historically spoken across much of South America and the Caribbean.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Arawakan languages
Target entity description: The Arawakan languages are one of the largest and most widespread Indigenous language families of the Americas, historically spoken across much of South America and the Caribbean.
  • A. Antillean Creole
    Antillean Creole is a French-based creole language spoken primarily in the Lesser Antilles, notably in Martinique, Guadeloupe, and surrounding islands.
  • B. Carolinean languages
    Carolinean languages are a group of closely related Austronesian languages traditionally spoken in the Caroline Islands of Micronesia.
  • C. Papiamento
    Papiamento is a creole language primarily spoken in the Caribbean islands of Aruba, Curaçao, and Bonaire, with communities of speakers also found in parts of Europe and the Americas.
  • D. New Caledonian–Loyalty languages
    The New Caledonian–Loyalty languages are a subgroup of Oceanic languages spoken primarily in New Caledonia and the Loyalty Islands in the southwest Pacific.
  • E. Southern Bantoid
    Southern Bantoid is a major branch of the Bantoid languages that includes the large Bantu language family spoken across much of sub-Saharan Africa.
  • 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_69a2573508588190b522c2476d91acfe completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25c6d0fa08190810139b14f4851bc completed Feb. 28, 2026, 3:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69a358799c04819099e9795809236b31 completed Feb. 28, 2026, 9:04 p.m.
NEDg Description generation batch_69a35a2255488190928a737da885545c completed Feb. 28, 2026, 9:12 p.m.
NED2 Entity disambiguation (via description) batch_69a35a76e5988190b40d83367feece15 completed Feb. 28, 2026, 9:13 p.m.
Created at: Feb. 28, 2026, 2:53 a.m.