Triple

T7654756
Position Surface form Disambiguated ID Type / Status
Subject Logba language E173351 entity
Predicate spokenBy P2181 FINISHED
Object Logba people
The Logba people are an ethnic group in eastern Ghana known for their distinct cultural traditions and use of the Logba (Ikpana) language.
 E740287 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: Logba people | Statement: [Logba language, spokenBy, Logba people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Logba people
Context triple: [Logba language, spokenBy, Logba people]
  • A. Blanga people
    The Blanga people are an indigenous ethnic group of the Solomon Islands, primarily inhabiting parts of Isabel Province and known for their distinct cultural traditions and language.
  • B. Bugotu people
    The Bugotu people are an indigenous ethnic group of the Solomon Islands, primarily inhabiting parts of Santa Isabel Island and known for their distinct Austronesian language and cultural traditions.
  • C. Paite people
    The Paite people are an indigenous ethnic group of the broader Kuki-Chin-Mizo family in Northeast India and neighboring regions, known for their distinct cultural traditions and Tibeto-Burman linguistic heritage.
  • D. Ngaju people
    The Ngaju people are an indigenous Dayak ethnic group of central Kalimantan, Borneo, known for their rich river-based culture, traditional longhouses, and elaborate secondary burial rituals.
  • E. Bilua people
    The Bilua people are an indigenous ethnic group of the Solomon Islands, primarily inhabiting Vella Lavella Island and known for their distinct culture and non-Austronesian language.
  • 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: Logba people
Triple: [Logba language, spokenBy, Logba people]
Generated description
The Logba people are an ethnic group in eastern Ghana known for their distinct cultural traditions and use of the Logba (Ikpana) language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Logba people
Target entity description: The Logba people are an ethnic group in eastern Ghana known for their distinct cultural traditions and use of the Logba (Ikpana) language.
  • A. Blanga people
    The Blanga people are an indigenous ethnic group of the Solomon Islands, primarily inhabiting parts of Isabel Province and known for their distinct cultural traditions and language.
  • B. Bugotu people
    The Bugotu people are an indigenous ethnic group of the Solomon Islands, primarily inhabiting parts of Santa Isabel Island and known for their distinct Austronesian language and cultural traditions.
  • C. Paite people
    The Paite people are an indigenous ethnic group of the broader Kuki-Chin-Mizo family in Northeast India and neighboring regions, known for their distinct cultural traditions and Tibeto-Burman linguistic heritage.
  • D. Ngaju people
    The Ngaju people are an indigenous Dayak ethnic group of central Kalimantan, Borneo, known for their rich river-based culture, traditional longhouses, and elaborate secondary burial rituals.
  • E. Bilua people
    The Bilua people are an indigenous ethnic group of the Solomon Islands, primarily inhabiting Vella Lavella Island and known for their distinct culture and non-Austronesian language.
  • 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_69c6995473348190a4f41d110d619a18 completed March 27, 2026, 2:51 p.m.
NER Named-entity recognition batch_69c7018d4cdc819092ca297b836190d9 completed March 27, 2026, 10:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce6c7d795081909fc85cc99e11c971 completed April 2, 2026, 1:17 p.m.
NEDg Description generation batch_69ce6e66c5e48190badcc5e075892006 completed April 2, 2026, 1:25 p.m.
NED2 Entity disambiguation (via description) batch_69ce6f0cc434819089e78d24dfee5361 completed April 2, 2026, 1:28 p.m.
Created at: March 27, 2026, 3:59 p.m.