Triple

T11810534
Position Surface form Disambiguated ID Type / Status
Subject Ofo E280859 entity
Predicate nativeLanguage P151 FINISHED
Object Ofo language
Ofo language is an extinct Siouan language once spoken by the Ofo (Mosopelea) people in the lower Mississippi Valley region of the United States.
 E947483 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 language | Statement: [Ofo, nativeLanguage, Ofo language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ofo language
Context triple: [Ofo, nativeLanguage, Ofo language]
  • A. Tofa language
    Tofa is a critically endangered Turkic language traditionally spoken by the Tofa (Tofalars) people of south-central Siberia in Russia.
  • B. Gofa language
    The Gofa language is an Omotic language of southwestern Ethiopia spoken by the Gofa people and closely related to Wolaytta.
  • C. Ta Oi language
    The Ta Oi language is an Austroasiatic language spoken by the Ta Oi people in parts of Laos and Vietnam, belonging to the Katuic branch.
  • D. Umphai language
    The Umphai language is a lesser-known Tai language spoken by an ethnic minority community in Southeast Asia, classified within the Waic branch of the Tai language family.
  • E. Piipaash language
    The Piipaash language is a Native American language of the Yuman family traditionally spoken by the Piipaash (Maricopa) people of the lower Colorado River region in the southwestern United States.
  • 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 language
Triple: [Ofo, nativeLanguage, Ofo language]
Generated description
Ofo language is an extinct Siouan language once spoken by the Ofo (Mosopelea) people in the lower Mississippi Valley region of the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ofo language
Target entity description: Ofo language is an extinct Siouan language once spoken by the Ofo (Mosopelea) people in the lower Mississippi Valley region of the United States.
  • A. Tofa language
    Tofa is a critically endangered Turkic language traditionally spoken by the Tofa (Tofalars) people of south-central Siberia in Russia.
  • B. Gofa language
    The Gofa language is an Omotic language of southwestern Ethiopia spoken by the Gofa people and closely related to Wolaytta.
  • C. Ta Oi language
    The Ta Oi language is an Austroasiatic language spoken by the Ta Oi people in parts of Laos and Vietnam, belonging to the Katuic branch.
  • D. Umphai language
    The Umphai language is a lesser-known Tai language spoken by an ethnic minority community in Southeast Asia, classified within the Waic branch of the Tai language family.
  • E. Piipaash language
    The Piipaash language is a Native American language of the Yuman family traditionally spoken by the Piipaash (Maricopa) people of the lower Colorado River region in the southwestern United States.
  • 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_69d8a5ca50a081908a198b336d8c2b98 completed April 10, 2026, 7:24 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.