Triple

T12364193
Position Surface form Disambiguated ID Type / Status
Subject Vinyl E294818 entity
Predicate hasCastMember P2308 FINISHED
Object Ato Essandoh
Ato Essandoh is an American actor known for his work in film and television, including roles in series like "Vinyl" and "Altered Carbon" and films such as "Blood Diamond."
E977352 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: Ato Essandoh | Statement: [Vinyl, hasCastMember, Ato Essandoh]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ato Essandoh
Context triple: [Vinyl, hasCastMember, Ato Essandoh]
  • A. Agona Swedru
    Agona Swedru is a prominent commercial town and district capital in Ghana known for its vibrant markets and role as a regional transport hub.
  • B. Franz Drameh
    Franz Drameh is a British actor known for roles in films like "Attack the Block" and "Edge of Tomorrow" and for playing Firestorm on the TV series "Legends of Tomorrow."
  • C. Kete Krachi
    Kete Krachi is a town in the Oti Region of Ghana that serves as an important lakeside community and transport hub on the shores of Lake Volta.
  • D. Tafi Agome
    Tafi Agome is a village where the Tafi language is traditionally spoken, likely located in the Volta Region of Ghana.
  • E. Tawia Adamafio
    Tawia Adamafio was a prominent Ghanaian politician and close associate of Kwame Nkrumah who served in senior roles in the early post-independence government.
  • 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: Ato Essandoh
Triple: [Vinyl, hasCastMember, Ato Essandoh]
Generated description
Ato Essandoh is an American actor known for his work in film and television, including roles in series like "Vinyl" and "Altered Carbon" and films such as "Blood Diamond."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ato Essandoh
Target entity description: Ato Essandoh is an American actor known for his work in film and television, including roles in series like "Vinyl" and "Altered Carbon" and films such as "Blood Diamond."
  • A. Agona Swedru
    Agona Swedru is a prominent commercial town and district capital in Ghana known for its vibrant markets and role as a regional transport hub.
  • B. Franz Drameh
    Franz Drameh is a British actor known for roles in films like "Attack the Block" and "Edge of Tomorrow" and for playing Firestorm on the TV series "Legends of Tomorrow."
  • C. Kete Krachi
    Kete Krachi is a town in the Oti Region of Ghana that serves as an important lakeside community and transport hub on the shores of Lake Volta.
  • D. Tafi Agome
    Tafi Agome is a village where the Tafi language is traditionally spoken, likely located in the Volta Region of Ghana.
  • E. Tawia Adamafio
    Tawia Adamafio was a prominent Ghanaian politician and close associate of Kwame Nkrumah who served in senior roles in the early post-independence government.
  • 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_69d6ab6d8a4081908636601e69ddf262 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93fa3f958819080555bcae9958a53 completed April 10, 2026, 6:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f62abbaaec8190b388d9dff999da8d completed May 2, 2026, 4:47 p.m.
NEDg Description generation batch_69f62c569a6c8190aecf8a4c627d8893 completed May 2, 2026, 4:54 p.m.
NED2 Entity disambiguation (via description) batch_69f62d07d3148190a45542c8d43a7077 completed May 2, 2026, 4:57 p.m.
Created at: April 8, 2026, 9:54 p.m.