Triple

T15823243
Position Surface form Disambiguated ID Type / Status
Subject Northern Embera language E383664 entity
Predicate linguisticArea P17400 FINISHED
Object Chocó linguistic area
The Chocó linguistic area is a region in western Colombia and eastern Panama characterized by a group of indigenous languages that share common structural features due to long-term contact.
 E1178076 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: Chocó linguistic area | Statement: [Northern Embera language, linguisticArea, Chocó linguistic area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chocó linguistic area
Context triple: [Northern Embera language, linguisticArea, Chocó linguistic area]
  • A. Vaupés linguistic area
    The Vaupés linguistic area is a multilingual region of the northwest Amazon where long-term contact among diverse Indigenous languages has produced extensive structural convergence while strict rules against intermarriage within the same language group maintain distinct ethnic identities.
  • B. Chibchan languages
    Chibchan languages are an indigenous language family of Central and northern South America, spoken by various Native American groups from Honduras through Panama into Colombia and Costa Rica.
  • C. Andean linguistic area
    The Andean linguistic area is a region of the central Andes where diverse languages have converged to share common structural features through long-term contact and interaction.
  • D. Malaita–San Cristobal languages
    The Malaita–San Cristobal languages are a subgroup of Oceanic languages spoken primarily on Malaita and Makira (San Cristobal) in the Solomon Islands, known for their shared phonological and grammatical features within the Southeast Solomonic branch.
  • E. Arhuaco language
    The Arhuaco language is an indigenous Chibchan language spoken by the Arhuaco people in Colombia’s Sierra Nevada de Santa Marta region.
  • 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: Chocó linguistic area
Triple: [Northern Embera language, linguisticArea, Chocó linguistic area]
Generated description
The Chocó linguistic area is a region in western Colombia and eastern Panama characterized by a group of indigenous languages that share common structural features due to long-term contact.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chocó linguistic area
Target entity description: The Chocó linguistic area is a region in western Colombia and eastern Panama characterized by a group of indigenous languages that share common structural features due to long-term contact.
  • A. Vaupés linguistic area
    The Vaupés linguistic area is a multilingual region of the northwest Amazon where long-term contact among diverse Indigenous languages has produced extensive structural convergence while strict rules against intermarriage within the same language group maintain distinct ethnic identities.
  • B. Chibchan languages
    Chibchan languages are an indigenous language family of Central and northern South America, spoken by various Native American groups from Honduras through Panama into Colombia and Costa Rica.
  • C. Andean linguistic area
    The Andean linguistic area is a region of the central Andes where diverse languages have converged to share common structural features through long-term contact and interaction.
  • D. Malaita–San Cristobal languages
    The Malaita–San Cristobal languages are a subgroup of Oceanic languages spoken primarily on Malaita and Makira (San Cristobal) in the Solomon Islands, known for their shared phonological and grammatical features within the Southeast Solomonic branch.
  • E. Arhuaco language
    The Arhuaco language is an indigenous Chibchan language spoken by the Arhuaco people in Colombia’s Sierra Nevada de Santa Marta region.
  • 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_69d86da34c888190976e06c4019d415a completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e0c4a96b848190845cf547034a24f2 completed April 16, 2026, 11:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff999bba548190a39adc2d0e11c605 completed May 9, 2026, 8:31 p.m.
NEDg Description generation batch_69ff9a56d43c8190819deb48d59e16cb completed May 9, 2026, 8:34 p.m.
NED2 Entity disambiguation (via description) batch_69ff9acbd2b481908b9d415e26d0db81 completed May 9, 2026, 8:36 p.m.
Created at: April 10, 2026, 4:49 a.m.