Triple

T11303237
Position Surface form Disambiguated ID Type / Status
Subject Tampulma language E267648 entity
Predicate ethnicGroup P194 FINISHED
Object Tampulma people
The Tampulma people are an ethnic group in northern Ghana known for their distinct Gur language and traditional agrarian lifestyle.
E954018 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: Tampulma people | Statement: [Tampulma language, ethnicGroup, Tampulma people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tampulma people
Context triple: [Tampulma language, ethnicGroup, Tampulma people]
  • A. Paakantji people
    The Paakantji people are an Aboriginal Australian group traditionally associated with the Darling River region of western New South Wales, known for their rich cultural heritage, language, and enduring connection to their ancestral lands.
  • B. Weenhayek people
    The Weenhayek people are an Indigenous group of the Gran Chaco region in southern Bolivia and northern Argentina, traditionally known for riverine fishing, hunting, and a semi-nomadic lifestyle.
  • C. Piipaash people
    The Piipaash people are a Native American group indigenous to the lower Colorado River region, closely related to the Maricopa and known for their riverine culture and traditional crafts.
  • D. Chimakum people
    The Chimakum people were a Native American group indigenous to the Olympic Peninsula in Washington State, known for their distinct Chimakum language and eventual assimilation into neighboring tribes.
  • E. Tübatulabal people
    The Tübatulabal people are a Native American group indigenous to the Kern River Valley region of California, known for their distinct Uto-Aztecan language and traditional riverine culture.
  • 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: Tampulma people
Triple: [Tampulma language, ethnicGroup, Tampulma people]
Generated description
The Tampulma people are an ethnic group in northern Ghana known for their distinct Gur language and traditional agrarian lifestyle.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tampulma people
Target entity description: The Tampulma people are an ethnic group in northern Ghana known for their distinct Gur language and traditional agrarian lifestyle.
  • A. Paakantji people
    The Paakantji people are an Aboriginal Australian group traditionally associated with the Darling River region of western New South Wales, known for their rich cultural heritage, language, and enduring connection to their ancestral lands.
  • B. Weenhayek people
    The Weenhayek people are an Indigenous group of the Gran Chaco region in southern Bolivia and northern Argentina, traditionally known for riverine fishing, hunting, and a semi-nomadic lifestyle.
  • C. Piipaash people
    The Piipaash people are a Native American group indigenous to the lower Colorado River region, closely related to the Maricopa and known for their riverine culture and traditional crafts.
  • D. Chimakum people
    The Chimakum people were a Native American group indigenous to the Olympic Peninsula in Washington State, known for their distinct Chimakum language and eventual assimilation into neighboring tribes.
  • E. Tübatulabal people
    The Tübatulabal people are a Native American group indigenous to the Kern River Valley region of California, known for their distinct Uto-Aztecan language and traditional riverine culture.
  • 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_69d6aac993a08190a6f36445ebaf9a43 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e9a5c3788190ba54eda514b97903 completed April 9, 2026, 6:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69f43f15873881909e98e79283056573 completed May 1, 2026, 5:50 a.m.
NEDg Description generation batch_69f448f506a48190a0f1b89ad570fad5 completed May 1, 2026, 6:32 a.m.
NED2 Entity disambiguation (via description) batch_69f44ad185cc8190893cf663cfed6980 completed May 1, 2026, 6:40 a.m.
Created at: April 8, 2026, 9:32 p.m.