Triple

T8968187
Position Surface form Disambiguated ID Type / Status
Subject Amasaman E214191 entity
Predicate hasRoadConnection P385 FINISHED
Object Nsawam
Nsawam is a town in southern Ghana known as a key transit hub on the main highway linking Accra to the interior of the country.
 E769616 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: Nsawam | Statement: [Amasaman, hasRoadConnection, Nsawam]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nsawam
Context triple: [Amasaman, hasRoadConnection, Nsawam]
  • A. Odukpani
    Odukpani is a local government area in southeastern Nigeria known for its diverse ethnic communities and proximity to the state capital, Calabar, in Cross River State.
  • B. Sagbama
    Sagbama is a town and local government area in Bayelsa State in Nigeria’s Niger Delta region, known for its riverine communities and oil-rich environment.
  • C. Akwamu
    Akwamu was a powerful early modern West African kingdom of the Akan people, known for its military expansion and control of key trade routes in what is now Ghana.
  • D. Nwapa
    Nwapa is the surname of Flora Nwapa, a pioneering Nigerian novelist often regarded as the mother of modern African women’s literature.
  • E. Sekyiwa
    Sekyiwa is the younger half-sister of the late rapper Tupac Shakur and an advocate involved in community and social justice work.
  • 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: Nsawam
Triple: [Amasaman, hasRoadConnection, Nsawam]
Generated description
Nsawam is a town in southern Ghana known as a key transit hub on the main highway linking Accra to the interior of the country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nsawam
Target entity description: Nsawam is a town in southern Ghana known as a key transit hub on the main highway linking Accra to the interior of the country.
  • A. Odukpani
    Odukpani is a local government area in southeastern Nigeria known for its diverse ethnic communities and proximity to the state capital, Calabar, in Cross River State.
  • B. Sagbama
    Sagbama is a town and local government area in Bayelsa State in Nigeria’s Niger Delta region, known for its riverine communities and oil-rich environment.
  • C. Akwamu
    Akwamu was a powerful early modern West African kingdom of the Akan people, known for its military expansion and control of key trade routes in what is now Ghana.
  • D. Nwapa
    Nwapa is the surname of Flora Nwapa, a pioneering Nigerian novelist often regarded as the mother of modern African women’s literature.
  • E. Sekyiwa
    Sekyiwa is the younger half-sister of the late rapper Tupac Shakur and an advocate involved in community and social justice work.
  • 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_69ca839dbf608190a2f5990477115d29 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc6764aca48190a5e472d1b6841886 completed April 1, 2026, 12:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfc95cbc4c8190a3ac582f735eeb35 completed April 3, 2026, 2:06 p.m.
NEDg Description generation batch_69cfca41aed08190a5107597625e4b61 completed April 3, 2026, 2:10 p.m.
NED2 Entity disambiguation (via description) batch_69cfcaba165081908c7bbfb905356942 completed April 3, 2026, 2:12 p.m.
Created at: March 30, 2026, 7:01 p.m.