Triple

T14737678
Position Surface form Disambiguated ID Type / Status
Subject Cuanza Norte Province E346255 entity
Predicate hasSettlement P1068 FINISHED
Object Bolongongo
Bolongongo is a town and municipality located in Angola’s Cuanza Norte Province.
 E1125874 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: Bolongongo | Statement: [Cuanza Norte Province, hasSettlement, Bolongongo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bolongongo
Context triple: [Cuanza Norte Province, hasSettlement, Bolongongo]
  • A. Bulange
    Bulange is the historic administrative building of the Buganda Kingdom in Kampala, Uganda, serving as the seat of the Lukiiko (parliament) and the Kabaka’s offices.
  • B. Bongwe
    Bongwe is a dialect of the Duala language spoken by the Duala people of Cameroon.
  • C. Bakalanga
    Bakalanga are a Bantu-speaking ethnic group primarily found in southwestern Zimbabwe and northeastern Botswana, known for their rich cultural traditions and historical links to the Mapungubwe and Great Zimbabwe civilizations.
  • D. Bassa Langa
    Bassa Langa is the southern, lower-lying part of Italy’s Langhe area, known for its rolling hills, vineyards, and traditional Piedmontese wine and food culture.
  • E. Mberengwa
    Mberengwa is a rural district and growth point in Zimbabwe known for its mining activities and location in the southern part of the Midlands Province.
  • 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: Bolongongo
Triple: [Cuanza Norte Province, hasSettlement, Bolongongo]
Generated description
Bolongongo is a town and municipality located in Angola’s Cuanza Norte Province.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bolongongo
Target entity description: Bolongongo is a town and municipality located in Angola’s Cuanza Norte Province.
  • A. Bulange
    Bulange is the historic administrative building of the Buganda Kingdom in Kampala, Uganda, serving as the seat of the Lukiiko (parliament) and the Kabaka’s offices.
  • B. Bongwe
    Bongwe is a dialect of the Duala language spoken by the Duala people of Cameroon.
  • C. Bakalanga
    Bakalanga are a Bantu-speaking ethnic group primarily found in southwestern Zimbabwe and northeastern Botswana, known for their rich cultural traditions and historical links to the Mapungubwe and Great Zimbabwe civilizations.
  • D. Bassa Langa
    Bassa Langa is the southern, lower-lying part of Italy’s Langhe area, known for its rolling hills, vineyards, and traditional Piedmontese wine and food culture.
  • E. Mberengwa
    Mberengwa is a rural district and growth point in Zimbabwe known for its mining activities and location in the southern part of the Midlands Province.
  • 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_69d822e6f1c88190bc494d491a907114 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69dec73264848190be23c5f0260cbe13 completed April 14, 2026, 11:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe6b43360481908dc73d5e6758fea6 completed May 8, 2026, 11:01 p.m.
NEDg Description generation batch_69fe6e2f60408190b37d85d5e5f51eb1 completed May 8, 2026, 11:13 p.m.
NED2 Entity disambiguation (via description) batch_69fe6e93ffbc819081ae127902a82c5b completed May 8, 2026, 11:15 p.m.
Created at: April 10, 2026, 1:29 a.m.