Triple

T13453126
Position Surface form Disambiguated ID Type / Status
Subject Pando Department E311159 entity
Predicate hasMinorityLanguage P2267 FINISHED
Object Ese Ejja language
The Ese Ejja language is an indigenous Tacanan language spoken by the Ese Ejja people in parts of Bolivia and Peru.
 E1041206 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: Ese Ejja language | Statement: [Pando Department, hasMinorityLanguage, Ese Ejja language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ese Ejja language
Context triple: [Pando Department, hasMinorityLanguage, Ese Ejja language]
  • A. Ezha language
    The Ezha language is an Afroasiatic Semitic language spoken by the Ezha people of Ethiopia as part of the Gurage linguistic group.
  • B. Ijesha language
    The Ijesha language is a regional variety of Yoruba spoken primarily by the Ijesha people in southwestern Nigeria.
  • C. Jahai language
    The Jahai language is an indigenous Mon–Khmer language spoken by the Jahai people, a small hunter-gatherer community in the Malay Peninsula.
  • D. Aja language
    The Aja language is a Gbe language of the Niger-Congo family spoken primarily in parts of Benin and Togo.
  • E. Shekkacho language
    The Shekkacho language is an Afroasiatic Omotic language spoken primarily by the Shekka people in the Sheka Zone of southwestern 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: Ese Ejja language
Triple: [Pando Department, hasMinorityLanguage, Ese Ejja language]
Generated description
The Ese Ejja language is an indigenous Tacanan language spoken by the Ese Ejja people in parts of Bolivia and Peru.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ese Ejja language
Target entity description: The Ese Ejja language is an indigenous Tacanan language spoken by the Ese Ejja people in parts of Bolivia and Peru.
  • A. Ezha language
    The Ezha language is an Afroasiatic Semitic language spoken by the Ezha people of Ethiopia as part of the Gurage linguistic group.
  • B. Ijesha language
    The Ijesha language is a regional variety of Yoruba spoken primarily by the Ijesha people in southwestern Nigeria.
  • C. Jahai language
    The Jahai language is an indigenous Mon–Khmer language spoken by the Jahai people, a small hunter-gatherer community in the Malay Peninsula.
  • D. Aja language
    The Aja language is a Gbe language of the Niger-Congo family spoken primarily in parts of Benin and Togo.
  • E. Shekkacho language
    The Shekkacho language is an Afroasiatic Omotic language spoken primarily by the Shekka people in the Sheka Zone of southwestern 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_69d806a938b8819097ec43a2229fc7f9 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaefae85481909e6a59797cbb25e7 completed April 12, 2026, 2:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7399c539c819080802b620da6fcfc completed May 3, 2026, 12:03 p.m.
NEDg Description generation batch_69f73dd98e88819098394122bac6bbc4 completed May 3, 2026, 12:21 p.m.
NED2 Entity disambiguation (via description) batch_69f73e4f2da88190924ea9a19418750f completed May 3, 2026, 12:23 p.m.
Created at: April 9, 2026, 9:41 p.m.