Triple

T2291324
Position Surface form Disambiguated ID Type / Status
Subject Taman languages E51509 entity
Predicate hasEthnicity P194 FINISHED
Object Tama people
The Tama people are an ethnic group of Central Africa, primarily living in eastern Chad and western Sudan, known for speaking a Nilo-Saharan language and practicing agro-pastoralism.
E254193 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: Tama people | Statement: [Taman languages, hasEthnicity, Tama people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tama people
Context triple: [Taman languages, hasEthnicity, Tama people]
  • A. Nasioi people
    The Nasioi people are an indigenous ethnic group of Bougainville in Papua New Guinea, known for their distinct Austronesian language and traditional subsistence farming culture.
  • B. Pomo people
    The Pomo people are a Native American group indigenous to what is now northern California, known for their complex social organization and highly skilled basketry traditions.
  • C. Awabakal people
    The Awabakal people are an Aboriginal Australian group whose traditional lands encompass the coastal and lake regions around present-day Newcastle and Lake Macquarie in New South Wales.
  • D. Worimi people
    The Worimi people are an Aboriginal Australian group whose traditional lands encompass parts of the New South Wales mid-north coast, including areas around present-day Port Stephens and the lower Hunter region.
  • E. Makah people
    The Makah people are a Native American tribe of the Pacific Northwest Coast known for their maritime culture, whaling traditions, and residence in the Neah Bay area of Washington State.
  • 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: Tama people
Triple: [Taman languages, hasEthnicity, Tama people]
Generated description
The Tama people are an ethnic group of Central Africa, primarily living in eastern Chad and western Sudan, known for speaking a Nilo-Saharan language and practicing agro-pastoralism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tama people
Target entity description: The Tama people are an ethnic group of Central Africa, primarily living in eastern Chad and western Sudan, known for speaking a Nilo-Saharan language and practicing agro-pastoralism.
  • A. Nasioi people
    The Nasioi people are an indigenous ethnic group of Bougainville in Papua New Guinea, known for their distinct Austronesian language and traditional subsistence farming culture.
  • B. Pomo people
    The Pomo people are a Native American group indigenous to what is now northern California, known for their complex social organization and highly skilled basketry traditions.
  • C. Awabakal people
    The Awabakal people are an Aboriginal Australian group whose traditional lands encompass the coastal and lake regions around present-day Newcastle and Lake Macquarie in New South Wales.
  • D. Worimi people
    The Worimi people are an Aboriginal Australian group whose traditional lands encompass parts of the New South Wales mid-north coast, including areas around present-day Port Stephens and the lower Hunter region.
  • E. Makah people
    The Makah people are a Native American tribe of the Pacific Northwest Coast known for their maritime culture, whaling traditions, and residence in the Neah Bay area of Washington State.
  • 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_69a88b09c644819090b503456d96bf70 completed March 4, 2026, 7:42 p.m.
NER Named-entity recognition batch_69abc5b3d4988190bceb3dffa9734f4b completed March 7, 2026, 6:29 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae7f210bb881909086b86b2c3017a7 completed March 9, 2026, 8:04 a.m.
NEDg Description generation batch_69ae8018c2e88190aaacaad9adc442cf completed March 9, 2026, 8:08 a.m.
NED2 Entity disambiguation (via description) batch_69ae806fd8008190bfd6c6bcd1d0ddbd completed March 9, 2026, 8:10 a.m.
Created at: March 4, 2026, 7:48 p.m.