Triple

T23130421
Position Surface form Disambiguated ID Type / Status
Subject Nzema East Municipal District E577150 entity
Predicate hasSettlement P1068 FINISHED
Object Ankobra
Ankobra is a settlement in Ghana’s Western Region, situated near the Ankobra River and known for its coastal and riverine environment.
 E1571441 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: Ankobra | Statement: [Nzema East Municipal District, hasSettlement, Ankobra]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ankobra
Context triple: [Nzema East Municipal District, hasSettlement, Ankobra]
  • A. King Cobra
    King Cobra was the fiery, populist Zambian politician Michael Sata, known for his sharp tongue, combative style, and eventual presidency of Zambia.
  • B. Víbora
    Víbora is a traditional residential neighborhood in Havana, Cuba, known for its dense urban fabric and local commercial activity.
  • C. The Boomslang
    The Boomslang is an elevated, snaking tree-canopy walkway in Kirstenbosch National Botanical Garden in Cape Town, South Africa, offering panoramic views over the gardens and surrounding landscape.
  • D. Behoa
    Behoa is an Austronesian language spoken by an indigenous community in Central Sulawesi, Indonesia.
  • E. Mabuyag
    Mabuyag is a small inhabited island in the western Torres Strait region of Queensland, Australia, known for its Indigenous Torres Strait Islander community and rich cultural heritage.
  • 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: Ankobra
Triple: [Nzema East Municipal District, hasSettlement, Ankobra]
Generated description
Ankobra is a settlement in Ghana’s Western Region, situated near the Ankobra River and known for its coastal and riverine environment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ankobra
Target entity description: Ankobra is a settlement in Ghana’s Western Region, situated near the Ankobra River and known for its coastal and riverine environment.
  • A. King Cobra
    King Cobra was the fiery, populist Zambian politician Michael Sata, known for his sharp tongue, combative style, and eventual presidency of Zambia.
  • B. Víbora
    Víbora is a traditional residential neighborhood in Havana, Cuba, known for its dense urban fabric and local commercial activity.
  • C. The Boomslang
    The Boomslang is an elevated, snaking tree-canopy walkway in Kirstenbosch National Botanical Garden in Cape Town, South Africa, offering panoramic views over the gardens and surrounding landscape.
  • D. Behoa
    Behoa is an Austronesian language spoken by an indigenous community in Central Sulawesi, Indonesia.
  • E. Mabuyag
    Mabuyag is a small inhabited island in the western Torres Strait region of Queensland, Australia, known for its Indigenous Torres Strait Islander community and rich cultural heritage.
  • 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_69e245f7b0e481909c473ff4e6a54e2c completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18e87cd188190b466f7a4c9670e56 completed April 29, 2026, 4:52 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c23f7dccc8190aaba967e73cc6892 completed May 19, 2026, 8:48 a.m.
NEDg Description generation batch_6a0c28ed782c8190a60cf2212a1e7861 completed May 19, 2026, 9:10 a.m.
NED2 Entity disambiguation (via description) batch_6a0c29bca4c08190a29d4204c75b333f completed May 19, 2026, 9:13 a.m.
Created at: April 17, 2026, 4 p.m.