Triple

T11579195
Position Surface form Disambiguated ID Type / Status
Subject Edoid languages E274580 entity
Predicate hasMemberLanguage P7390 FINISHED
Object Epie language
The Epie language is a Niger-Congo language spoken primarily by the Epie people in Bayelsa State, southern Nigeria.
 E934608 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: Epie language | Statement: [Edoid languages, hasMemberLanguage, Epie language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Epie language
Context triple: [Edoid languages, hasMemberLanguage, Epie language]
  • A. Uneapa language
    The Uneapa language is an Oceanic language spoken on Uneapa (Bali) Island in Papua New Guinea’s West New Britain Province, belonging to the Western Bismarck subgroup.
  • B. 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.
  • C. Oepao language
    The Oepao language is an Austronesian language spoken on Rote Island in Indonesia, belonging to the Rote subgroup of the Timoric branch.
  • D. Patelia language
    The Patelia language is a regional Indo-Aryan tribal language variety associated with the Bhil communities of western India.
  • E. Eudeve language
    The Eudeve language is an extinct Uto-Aztecan language once spoken by the Eudeve people in northern Mexico.
  • 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: Epie language
Triple: [Edoid languages, hasMemberLanguage, Epie language]
Generated description
The Epie language is a Niger-Congo language spoken primarily by the Epie people in Bayelsa State, southern Nigeria.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Epie language
Target entity description: The Epie language is a Niger-Congo language spoken primarily by the Epie people in Bayelsa State, southern Nigeria.
  • A. Uneapa language
    The Uneapa language is an Oceanic language spoken on Uneapa (Bali) Island in Papua New Guinea’s West New Britain Province, belonging to the Western Bismarck subgroup.
  • B. 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.
  • C. Oepao language
    The Oepao language is an Austronesian language spoken on Rote Island in Indonesia, belonging to the Rote subgroup of the Timoric branch.
  • D. Patelia language
    The Patelia language is a regional Indo-Aryan tribal language variety associated with the Bhil communities of western India.
  • E. Eudeve language
    The Eudeve language is an extinct Uto-Aztecan language once spoken by the Eudeve people in northern Mexico.
  • 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_69d6aae5ac3c81908d2b0a3a665665b2 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8904b46288190890ecafd6ceb0c3d completed April 10, 2026, 5:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69e714080a60819095205355776c8637 completed April 21, 2026, 6:07 a.m.
NEDg Description generation batch_69e720f9a8588190aa766d2e1628207a completed April 21, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69e72315dda08190996aa84587c5fc80 completed April 21, 2026, 7:11 a.m.
Created at: April 8, 2026, 9:38 p.m.