Triple

T22720371
Position Surface form Disambiguated ID Type / Status
Subject Guan peoples E561841 entity
Predicate subgroup P10 FINISHED
Object Logba
Logba are a subgroup of the Guan peoples of Ghana, known for their distinct language and cultural traditions in the Volta Region.
 E1551238 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 | Statement: [Guan peoples, subgroup, Logba]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Logba
Context triple: [Guan peoples, subgroup, Logba]
  • A. Linbaba
    Linbaba is the protagonist and narrator of Gregory David Roberts' novel "Shantaram," an Australian fugitive who builds a new life in the underworld of Bombay.
  • B. Roobuka
    Roobuka is a small village located in Saku Parish in northern Estonia.
  • C. Morungaba
    Morungaba is a small municipality in the state of São Paulo, Brazil, known for its rural landscapes and integration into the economically significant Campinas metropolitan area.
  • D. Bakana
    Bakana is a town and traditional community of the Kalabari people in the Niger Delta region of Rivers State, Nigeria.
  • E. Labungkari
    Labungkari is a town in Indonesia’s Southeast Sulawesi province, known as an administrative and local economic center in the region.
  • 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
Triple: [Guan peoples, subgroup, Logba]
Generated description
Logba are a subgroup of the Guan peoples of Ghana, known for their distinct language and cultural traditions in the Volta Region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Logba
Target entity description: Logba are a subgroup of the Guan peoples of Ghana, known for their distinct language and cultural traditions in the Volta Region.
  • A. Linbaba
    Linbaba is the protagonist and narrator of Gregory David Roberts' novel "Shantaram," an Australian fugitive who builds a new life in the underworld of Bombay.
  • B. Roobuka
    Roobuka is a small village located in Saku Parish in northern Estonia.
  • C. Morungaba
    Morungaba is a small municipality in the state of São Paulo, Brazil, known for its rural landscapes and integration into the economically significant Campinas metropolitan area.
  • D. Bakana
    Bakana is a town and traditional community of the Kalabari people in the Niger Delta region of Rivers State, Nigeria.
  • E. Labungkari
    Labungkari is a town in Indonesia’s Southeast Sulawesi province, known as an administrative and local economic center in the region.
  • 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_69e2454fc984819088213b58ee87a002 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f17910deb48190b38174e16868f3dd completed April 29, 2026, 3:20 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b7ee1fa788190b7589af0c049f6e5 completed May 18, 2026, 9:04 p.m.
NEDg Description generation batch_6a0b834f488c8190bee40bd1caea0e40 completed May 18, 2026, 9:23 p.m.
NED2 Entity disambiguation (via description) batch_6a0b8717b65c819089d29c1802d1ed55 completed May 18, 2026, 9:39 p.m.
Created at: April 17, 2026, 3:19 p.m.