Triple

T15944832
Position Surface form Disambiguated ID Type / Status
Subject Gamo E386657 entity
Predicate spokenBy P2181 FINISHED
Object Gamo people
The Gamo people are an indigenous ethnic group of southwestern Ethiopia known for their distinct Omotic language, terraced agriculture, and rich weaving and cultural traditions.
E1371042 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: Gamo people | Statement: [Gamo, spokenBy, Gamo people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gamo people
Context triple: [Gamo, spokenBy, Gamo people]
  • A. Mocama people
    The Mocama people were a Timucua-speaking Indigenous group who inhabited the coastal regions of what is now northeastern Florida and southeastern Georgia prior to and during early Spanish colonization.
  • B. Opata people
    The Opata people are an Indigenous group from northern Mexico, particularly Sonora, historically known for their distinct Uto-Aztecan language and agricultural communities.
  • C. Kalinago people
    The Kalinago people are an Indigenous Caribbean group historically known as Island Caribs, with a distinct culture and heritage that once dominated many of the Lesser Antilles.
  • D. Ipai people
    The Ipai people are an Indigenous group of Southern California, traditionally inhabiting the northern Kumeyaay territory around present-day San Diego County and maintaining distinct cultural, linguistic, and historical traditions.
  • E. Achumawi people
    The Achumawi people are a Native American group indigenous to northeastern California, traditionally living along the Pit River and known for their fishing, basketry, and distinct cultural practices.
  • 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: Gamo people
Triple: [Gamo, spokenBy, Gamo people]
Generated description
The Gamo people are an indigenous ethnic group of southwestern Ethiopia known for their distinct Omotic language, terraced agriculture, and rich weaving and cultural traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gamo people
Target entity description: The Gamo people are an indigenous ethnic group of southwestern Ethiopia known for their distinct Omotic language, terraced agriculture, and rich weaving and cultural traditions.
  • A. Mocama people
    The Mocama people were a Timucua-speaking Indigenous group who inhabited the coastal regions of what is now northeastern Florida and southeastern Georgia prior to and during early Spanish colonization.
  • B. Opata people
    The Opata people are an Indigenous group from northern Mexico, particularly Sonora, historically known for their distinct Uto-Aztecan language and agricultural communities.
  • C. Kalinago people
    The Kalinago people are an Indigenous Caribbean group historically known as Island Caribs, with a distinct culture and heritage that once dominated many of the Lesser Antilles.
  • D. Ipai people
    The Ipai people are an Indigenous group of Southern California, traditionally inhabiting the northern Kumeyaay territory around present-day San Diego County and maintaining distinct cultural, linguistic, and historical traditions.
  • E. Achumawi people
    The Achumawi people are a Native American group indigenous to northeastern California, traditionally living along the Pit River and known for their fishing, basketry, and distinct cultural practices.
  • 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_69d86da882448190a82ea962fe343b79 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e156d016588190ae368197dfa7d43a completed April 16, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_6a071bc0308081908f2b98b0dec96ab6 completed May 15, 2026, 1:12 p.m.
NEDg Description generation batch_6a071c8a9dec8190a4fbb88736b73912 completed May 15, 2026, 1:15 p.m.
NED2 Entity disambiguation (via description) batch_6a071e0e00208190a6e05266d5bc47e2 completed May 15, 2026, 1:22 p.m.
Created at: April 10, 2026, 4:53 a.m.