Triple

T6771106
Position Surface form Disambiguated ID Type / Status
Subject Potou–Tano languages E155043 entity
Predicate hasSubbranch P1185 FINISHED
Object Potou languages
Potou languages are a small group of closely related Niger–Congo languages spoken in coastal West Africa, forming one of the primary branches of the Potou–Tano family.
 E617292 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: Potou languages | Statement: [Potou–Tano languages, hasSubbranch, Potou languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Potou languages
Context triple: [Potou–Tano languages, hasSubbranch, Potou languages]
  • A. Pokomo language
    The Pokomo language is a Bantu language spoken primarily by the Pokomo people along Kenya’s Tana River.
  • B. Opata language
    The Opata language is an extinct Uto-Aztecan language once spoken by the Opata people of northern Mexico, particularly in the present-day state of Sonora.
  • C. Kallahan languages
    Kallahan languages are a subgroup of Philippine Cordilleran languages spoken by indigenous communities in the northern Luzon highlands of the Philippines.
  • D. Pomoan languages
    The Pomoan languages are a group of closely related Indigenous languages traditionally spoken by the Pomo peoples of northern California.
  • E. Mosetenan languages
    The Mosetenan languages are a small indigenous language family of Bolivia spoken primarily by the Tsimané and closely related groups in the Amazonian foothills.
  • 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: Potou languages
Triple: [Potou–Tano languages, hasSubbranch, Potou languages]
Generated description
Potou languages are a small group of closely related Niger–Congo languages spoken in coastal West Africa, forming one of the primary branches of the Potou–Tano family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Potou languages
Target entity description: Potou languages are a small group of closely related Niger–Congo languages spoken in coastal West Africa, forming one of the primary branches of the Potou–Tano family.
  • A. Pokomo language
    The Pokomo language is a Bantu language spoken primarily by the Pokomo people along Kenya’s Tana River.
  • B. Opata language
    The Opata language is an extinct Uto-Aztecan language once spoken by the Opata people of northern Mexico, particularly in the present-day state of Sonora.
  • C. Kallahan languages
    Kallahan languages are a subgroup of Philippine Cordilleran languages spoken by indigenous communities in the northern Luzon highlands of the Philippines.
  • D. Pomoan languages
    The Pomoan languages are a group of closely related Indigenous languages traditionally spoken by the Pomo peoples of northern California.
  • E. Mosetenan languages
    The Mosetenan languages are a small indigenous language family of Bolivia spoken primarily by the Tsimané and closely related groups in the Amazonian foothills.
  • 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_69c68812ef7c819099369f51febb725c completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d2496fa08190895d8b625fb0d699 completed March 27, 2026, 6:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69c712c46b70819097401afab991c808 completed March 27, 2026, 11:29 p.m.
NEDg Description generation batch_69c713853bf88190a8a07fd9f4ea1687 completed March 27, 2026, 11:32 p.m.
NED2 Entity disambiguation (via description) batch_69c713ead2a48190bbf95caf2ca8d997 completed March 27, 2026, 11:34 p.m.
Created at: March 27, 2026, 2:13 p.m.