Triple

T14737674
Position Surface form Disambiguated ID Type / Status
Subject Cuanza Norte Province E346255 entity
Predicate hasSettlement P1068 FINISHED
Object Cambambe
Cambambe is a town and municipality in Angola notable for its hydroelectric dam on the Cuanza River and its role in regional energy production.
 E1118579 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: Cambambe | Statement: [Cuanza Norte Province, hasSettlement, Cambambe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cambambe
Context triple: [Cuanza Norte Province, hasSettlement, Cambambe]
  • A. Combarbalá
    Combarbalá is a small Chilean town and municipality in the Coquimbo Region, known for its semi-arid landscapes, goat farming, and distinctive combarbalite stone crafts.
  • B. Itumbiara
    Itumbiara is a municipality in the Brazilian state of Goiás, known for its strategic location on the Paranaíba River and its role as a regional economic and transportation hub.
  • C. Sibaté
    Sibaté is a municipality in central Colombia known for its agricultural production and proximity to Bogotá within the Cundinamarca Department.
  • D. Comayagüela
    Comayagüela is a major urban district of Honduras that, together with Tegucigalpa, forms the country’s capital area.
  • E. Nakambé
    Nakambé is the local name for the White Volta River, a major watercourse in West Africa flowing through Burkina Faso and Ghana.
  • 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: Cambambe
Triple: [Cuanza Norte Province, hasSettlement, Cambambe]
Generated description
Cambambe is a town and municipality in Angola notable for its hydroelectric dam on the Cuanza River and its role in regional energy production.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cambambe
Target entity description: Cambambe is a town and municipality in Angola notable for its hydroelectric dam on the Cuanza River and its role in regional energy production.
  • A. Combarbalá
    Combarbalá is a small Chilean town and municipality in the Coquimbo Region, known for its semi-arid landscapes, goat farming, and distinctive combarbalite stone crafts.
  • B. Itumbiara
    Itumbiara is a municipality in the Brazilian state of Goiás, known for its strategic location on the Paranaíba River and its role as a regional economic and transportation hub.
  • C. Sibaté
    Sibaté is a municipality in central Colombia known for its agricultural production and proximity to Bogotá within the Cundinamarca Department.
  • D. Comayagüela
    Comayagüela is a major urban district of Honduras that, together with Tegucigalpa, forms the country’s capital area.
  • E. Nakambé
    Nakambé is the local name for the White Volta River, a major watercourse in West Africa flowing through Burkina Faso and Ghana.
  • 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_69fe0ce6514c8190a37b023dcc0c1b1a completed May 8, 2026, 4:18 p.m.
NEDg Description generation batch_69fe1497cbd8819094dcd059be15838f completed May 8, 2026, 4:51 p.m.
NED2 Entity disambiguation (via description) batch_69fe1521af9c8190b5fc77bd8d9dff3a completed May 8, 2026, 4:53 p.m.
Created at: April 10, 2026, 1:29 a.m.