Triple

T11574383
Position Surface form Disambiguated ID Type / Status
Subject Central Region, Ghana E274465 entity
Predicate contains P35 FINISHED
Object Assin Fosu
Assin Fosu is a major town and commercial hub in Ghana known for its role in regional trade and transportation within the Central Region.
E934350 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: Assin Fosu | Statement: [Central Region, Ghana, contains, Assin Fosu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Assin Fosu
Context triple: [Central Region, Ghana, contains, Assin Fosu]
  • A. Kofi Adu
    Kofi Adu, popularly known as Agya Koo, is a renowned Ghanaian actor and comedian celebrated for his influential roles in Kumawood films.
  • B. Kwame Obeng Darko
    Kwame Obeng Darko is a personal name, likely of Ghanaian origin, used by an individual whose specific public profile or notable achievements are not widely documented.
  • C. Emmanuel Nii Adom Quaye
    Emmanuel Nii Adom Quaye is a Ghanaian actor best known for his role as a child soldier in the film "Beasts of No Nation."
  • D. Kwame Yeboah
    Kwame Yeboah is a Ghanaian multi-instrumentalist, producer, and songwriter known for his work with artists such as Craig David and his contributions to contemporary Afro-fusion music.
  • E. Kofi Siriboe
    Kofi Siriboe is an American actor and model best known for his role as Ralph Angel Bordelon on the television series "Queen Sugar."
  • 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: Assin Fosu
Triple: [Central Region, Ghana, contains, Assin Fosu]
Generated description
Assin Fosu is a major town and commercial hub in Ghana known for its role in regional trade and transportation within the Central Region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Assin Fosu
Target entity description: Assin Fosu is a major town and commercial hub in Ghana known for its role in regional trade and transportation within the Central Region.
  • A. Kofi Adu
    Kofi Adu, popularly known as Agya Koo, is a renowned Ghanaian actor and comedian celebrated for his influential roles in Kumawood films.
  • B. Kwame Obeng Darko
    Kwame Obeng Darko is a personal name, likely of Ghanaian origin, used by an individual whose specific public profile or notable achievements are not widely documented.
  • C. Emmanuel Nii Adom Quaye
    Emmanuel Nii Adom Quaye is a Ghanaian actor best known for his role as a child soldier in the film "Beasts of No Nation."
  • D. Kwame Yeboah
    Kwame Yeboah is a Ghanaian multi-instrumentalist, producer, and songwriter known for his work with artists such as Craig David and his contributions to contemporary Afro-fusion music.
  • E. Kofi Siriboe
    Kofi Siriboe is an American actor and model best known for his role as Ralph Angel Bordelon on the television series "Queen Sugar."
  • 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_69d6aae5ac3c81908d2b0a3a665665b2 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d89048120c81908258f984711f7dd4 completed April 10, 2026, 5:53 a.m.
NED1 Entity disambiguation (via context triple) batch_69e713e49f508190b9bad316d68eab42 completed April 21, 2026, 6:06 a.m.
NEDg Description generation batch_69e720f9a8588190aa766d2e1628207a completed April 21, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69e72315dda08190996aa84587c5fc80 completed April 21, 2026, 7:11 a.m.
Created at: April 8, 2026, 9:38 p.m.