Triple

T17195702
Position Surface form Disambiguated ID Type / Status
Subject Eastern Nicaragua E417344 entity
Predicate languageUsed P238 FINISHED
Object Rama language
The Rama language is an endangered indigenous Misumalpan language spoken by the Rama people along the Caribbean coast of southeastern Nicaragua.
 E1255208 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: Rama language | Statement: [Eastern Nicaragua, languageUsed, Rama language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Rama language
Context triple: [Eastern Nicaragua, languageUsed, Rama language]
  • A. Ramo language
    The Ramo language is a lesser-known Papuan language belonging to the Tani branch, spoken by an indigenous community in northeastern India.
  • B. Ritambelbara language
    Ritambelbara is an alternative name for the Darumbal language, an Australian Aboriginal language traditionally spoken in central Queensland.
  • C. Ramarama languages
    The Ramarama languages are a small subgroup of the Tupian language family spoken by Indigenous communities in the Amazon region of Brazil.
  • D. Rarámuri language
    The Rarámuri language is an indigenous Uto-Aztecan language spoken by the Tarahumara (Rarámuri) people of northern Mexico.
  • E. Xamtanga language
    Xamtanga is a Central Cushitic (Agaw) language spoken primarily in northern Ethiopia.
  • 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: Rama language
Triple: [Eastern Nicaragua, languageUsed, Rama language]
Generated description
The Rama language is an endangered indigenous Misumalpan language spoken by the Rama people along the Caribbean coast of southeastern Nicaragua.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Rama language
Target entity description: The Rama language is an endangered indigenous Misumalpan language spoken by the Rama people along the Caribbean coast of southeastern Nicaragua.
  • A. Ramo language
    The Ramo language is a lesser-known Papuan language belonging to the Tani branch, spoken by an indigenous community in northeastern India.
  • B. Ritambelbara language
    Ritambelbara is an alternative name for the Darumbal language, an Australian Aboriginal language traditionally spoken in central Queensland.
  • C. Ramarama languages
    The Ramarama languages are a small subgroup of the Tupian language family spoken by Indigenous communities in the Amazon region of Brazil.
  • D. Rarámuri language
    The Rarámuri language is an indigenous Uto-Aztecan language spoken by the Tarahumara (Rarámuri) people of northern Mexico.
  • E. Xamtanga language
    Xamtanga is a Central Cushitic (Agaw) language spoken primarily in northern Ethiopia.
  • 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_69d886d6ba8c819093215917b3d01689 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e42da9e6208190b5c4e5925e840217 completed April 19, 2026, 1:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a015fd5f834819080ad2a2ffdc017b6 completed May 11, 2026, 4:49 a.m.
NEDg Description generation batch_6a0160ce18e88190af8e3a7dfc17536a completed May 11, 2026, 4:53 a.m.
NED2 Entity disambiguation (via description) batch_6a016146ce14819091e3459d25ca19aa completed May 11, 2026, 4:55 a.m.
Created at: April 10, 2026, 5:38 a.m.