Triple

T14616046
Position Surface form Disambiguated ID Type / Status
Subject Bengo Province E343087 entity
Predicate containsSettlement P847 FINISHED
Object Dembos
Dembos is a settlement located in Angola’s Bengo Province.
 E1110098 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: Dembos | Statement: [Bengo Province, containsSettlement, Dembos]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dembos
Context triple: [Bengo Province, containsSettlement, Dembos]
  • A. DeMbare
    DeMbare is the popular nickname of Dynamos F.C., one of Zimbabwe’s most successful and widely supported football clubs.
  • B. Zemba
    Zemba is a Bantu language variety spoken primarily in southwestern Angola and northern Namibia, closely related to and often considered a dialect of Herero.
  • C. Bogrod
    Bogrod is a goblin banker who works at Gringotts Wizarding Bank in the Harry Potter series.
  • D. Dumbrille
    Dumbrille is a surname most notably associated with Canadian character actor Douglass Dumbrille, known for his prolific work in early Hollywood films.
  • E. Dobrush
    Dobrush is a town in southeastern Belarus known for its paper industry and location near the Russian border in the Gomel Region.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dembos
Target entity description: Dembos is a settlement located in Angola’s Bengo Province.
  • A. DeMbare
    DeMbare is the popular nickname of Dynamos F.C., one of Zimbabwe’s most successful and widely supported football clubs.
  • B. Zemba
    Zemba is a Bantu language variety spoken primarily in southwestern Angola and northern Namibia, closely related to and often considered a dialect of Herero.
  • C. Bogrod
    Bogrod is a goblin banker who works at Gringotts Wizarding Bank in the Harry Potter series.
  • D. Dumbrille
    Dumbrille is a surname most notably associated with Canadian character actor Douglass Dumbrille, known for his prolific work in early Hollywood films.
  • E. Dobrush
    Dobrush is a town in southeastern Belarus known for its paper industry and location near the Russian border in the Gomel Region.
  • F. None of above. chosen

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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: Dembos
Triple: [Bengo Province, containsSettlement, Dembos]
Generated description
Dembos is a settlement located in Angola’s Bengo Province.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69d822dec68081908c2553145c4051dc elicitation completed
NER batch_69deb46439b88190a4affcc7ccedab6b ner completed
NED1 batch_69fda922f29c8190af98a8241d86f7cd ned_source_triple completed
NED2 batch_69fdb34d945c8190a464c0d4e5612ceb ned_description completed
NEDg batch_69fdb26b3ec481909c37e56eca8c7a82 nedg completed
Created at: April 10, 2026, 1:25 a.m.