Triple

T11810497
Position Surface form Disambiguated ID Type / Status
Subject Tunica-Biloxi E280858 entity
Predicate peopleIncludes P17131 FINISHED
Object Ofo people
The Ofo people are a Native American tribe originally from the lower Mississippi Valley, later associated with the Tunica-Biloxi, known historically for their Siouan language and complex trade networks.
E947480 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: Ofo people | Statement: [Tunica-Biloxi, peopleIncludes, Ofo people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ofo people
Context triple: [Tunica-Biloxi, peopleIncludes, Ofo people]
  • A. Tafi people
    The Tafi people are an ethnic group in Ghana known for their distinct cultural traditions and use of the Tafi language.
  • B. Umo people
    The Umo people are an ethnic group belonging to the Vietic branch of the Austroasiatic language family, traditionally inhabiting parts of mainland Southeast Asia and maintaining distinct linguistic and cultural practices.
  • C. Hoanya people
    The Hoanya people are an indigenous ethnic group of Taiwan, historically inhabiting the central and southwestern plains and known for their now nearly extinct Austronesian language and distinct cultural traditions.
  • D. Fipa people
    The Fipa people are a Bantu-speaking ethnic group of western Tanzania, traditionally known for their centralized chiefdoms, ironworking, and agriculture around the Lake Tanganyika region.
  • E. Banjima people
    The Banjima people are an Aboriginal Australian group whose ancestral lands lie in the inland Pilbara region of Western Australia, with a distinct language, culture, and deep connection to Country.
  • 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: Ofo people
Triple: [Tunica-Biloxi, peopleIncludes, Ofo people]
Generated description
The Ofo people are a Native American tribe originally from the lower Mississippi Valley, later associated with the Tunica-Biloxi, known historically for their Siouan language and complex trade networks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ofo people
Target entity description: The Ofo people are a Native American tribe originally from the lower Mississippi Valley, later associated with the Tunica-Biloxi, known historically for their Siouan language and complex trade networks.
  • A. Tafi people
    The Tafi people are an ethnic group in Ghana known for their distinct cultural traditions and use of the Tafi language.
  • B. Umo people
    The Umo people are an ethnic group belonging to the Vietic branch of the Austroasiatic language family, traditionally inhabiting parts of mainland Southeast Asia and maintaining distinct linguistic and cultural practices.
  • C. Hoanya people
    The Hoanya people are an indigenous ethnic group of Taiwan, historically inhabiting the central and southwestern plains and known for their now nearly extinct Austronesian language and distinct cultural traditions.
  • D. Fipa people
    The Fipa people are a Bantu-speaking ethnic group of western Tanzania, traditionally known for their centralized chiefdoms, ironworking, and agriculture around the Lake Tanganyika region.
  • E. Banjima people
    The Banjima people are an Aboriginal Australian group whose ancestral lands lie in the inland Pilbara region of Western Australia, with a distinct language, culture, and deep connection to Country.
  • 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_69d6ab26aae88190b2489efcb2a24234 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8be15fb2481908f514781ce2c617f completed April 10, 2026, 9:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69f13188b89c819095ba5d27de7ebbb2 completed April 28, 2026, 10:15 p.m.
NEDg Description generation batch_69f141b31c9081908f19ff870f5f3c33 completed April 28, 2026, 11:24 p.m.
NED2 Entity disambiguation (via description) batch_69f14fdb39d48190828668fc535d7f6a completed April 29, 2026, 12:24 a.m.
Created at: April 8, 2026, 9:42 p.m.