Triple

T9162028
Position Surface form Disambiguated ID Type / Status
Subject Ga-Dangme people E219846 entity
Predicate traditionalArea P14194 FINISHED
Object Ningo
Ningo is a coastal town and traditional homeland of the Ga-Dangme people in the Greater Accra Region of Ghana.
E781408 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: Ningo | Statement: [Ga-Dangme people, traditionalArea, Ningo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ningo
Context triple: [Ga-Dangme people, traditionalArea, Ningo]
  • A. Wondunna
    Wondunna is a residential suburb located within the coastal city of Hervey Bay in Queensland, Australia.
  • B. Njuká
    Njuká is an alternative name for the Ndyuka language, a creole spoken primarily by the Ndyuka Maroon community in Suriname and French Guiana.
  • C. Fomboni
    Fomboni is the largest town and administrative center of the island of Mohéli in the Comoros, known for its coastal setting and role as the island’s main port and commercial hub.
  • D. Nwantinti
    "Nwantinti" is a mixed-media painting by Nigerian-born artist Njideka Akunyili Crosby that explores themes of intimacy, cultural hybridity, and contemporary Nigerian life through layered photographic transfers and painterly detail.
  • E. Ofolanga
    Ofolanga is a small island in the Haʻapai group of Tonga, known for its remote, unspoiled beaches and traditional Polynesian character.
  • 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: Ningo
Triple: [Ga-Dangme people, traditionalArea, Ningo]
Generated description
Ningo is a coastal town and traditional homeland of the Ga-Dangme people in the Greater Accra Region of Ghana.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ningo
Target entity description: Ningo is a coastal town and traditional homeland of the Ga-Dangme people in the Greater Accra Region of Ghana.
  • A. Wondunna
    Wondunna is a residential suburb located within the coastal city of Hervey Bay in Queensland, Australia.
  • B. Njuká
    Njuká is an alternative name for the Ndyuka language, a creole spoken primarily by the Ndyuka Maroon community in Suriname and French Guiana.
  • C. Fomboni
    Fomboni is the largest town and administrative center of the island of Mohéli in the Comoros, known for its coastal setting and role as the island’s main port and commercial hub.
  • D. Nwantinti
    "Nwantinti" is a mixed-media painting by Nigerian-born artist Njideka Akunyili Crosby that explores themes of intimacy, cultural hybridity, and contemporary Nigerian life through layered photographic transfers and painterly detail.
  • E. Ofolanga
    Ofolanga is a small island in the Haʻapai group of Tonga, known for its remote, unspoiled beaches and traditional Polynesian character.
  • 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_69ca83e3633c81908688a9fa2306ba99 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccaa2c1a9881909b7100b6e436386d completed April 1, 2026, 5:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69d054770a0c819095cf0a7cc8d1a057 completed April 3, 2026, 11:59 p.m.
NEDg Description generation batch_69d0551895e48190bf1a4754bb5ab94c completed April 4, 2026, 12:02 a.m.
NED2 Entity disambiguation (via description) batch_69d055b23f8c8190973832f60402c703 completed April 4, 2026, 12:05 a.m.
Created at: March 30, 2026, 7:21 p.m.