Triple

T2755822
Position Surface form Disambiguated ID Type / Status
Subject Ghana national football team E61096 entity
Predicate famousPlayer P9730 FINISHED
Object Stephen Appiah
Stephen Appiah is a retired Ghanaian midfielder best known for captaining the Ghana national football team during their first-ever FIFA World Cup appearance in 2006.
E295767 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: Stephen Appiah | Statement: [Ghana national football team, famousPlayer, Stephen Appiah]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stephen Appiah
Context triple: [Ghana national football team, famousPlayer, Stephen Appiah]
  • A. DeObia Oparei
    DeObia Oparei is a British actor and playwright known for his roles in film and television, including appearances in projects like Game of Thrones and various major studio movies.
  • B. Kenneth Dadzie
    Kenneth Dadzie was a distinguished Ghanaian diplomat and international civil servant who served as Secretary-General of UNCTAD and played a key role in global trade and development policy.
  • C. Kwesi Adofo-Mensah
    Kwesi Adofo-Mensah is an NFL executive known for his analytics-driven approach to roster building as the general manager of the Minnesota Vikings.
  • D. Chidi Ajufo
    Chidi Ajufo is a British-Nigerian actor and former professional basketball player known for his roles in action and crime films and television series.
  • E. 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."
  • 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: Stephen Appiah
Triple: [Ghana national football team, famousPlayer, Stephen Appiah]
Generated description
Stephen Appiah is a retired Ghanaian midfielder best known for captaining the Ghana national football team during their first-ever FIFA World Cup appearance in 2006.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stephen Appiah
Target entity description: Stephen Appiah is a retired Ghanaian midfielder best known for captaining the Ghana national football team during their first-ever FIFA World Cup appearance in 2006.
  • A. DeObia Oparei
    DeObia Oparei is a British actor and playwright known for his roles in film and television, including appearances in projects like Game of Thrones and various major studio movies.
  • B. Kenneth Dadzie
    Kenneth Dadzie was a distinguished Ghanaian diplomat and international civil servant who served as Secretary-General of UNCTAD and played a key role in global trade and development policy.
  • C. Kwesi Adofo-Mensah
    Kwesi Adofo-Mensah is an NFL executive known for his analytics-driven approach to roster building as the general manager of the Minnesota Vikings.
  • D. Chidi Ajufo
    Chidi Ajufo is a British-Nigerian actor and former professional basketball player known for his roles in action and crime films and television series.
  • E. 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."
  • 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_69ab4b7a85bc819094a349b84beb1f2c completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdd2121548190b96f174e6f61f9b5 completed March 7, 2026, 8:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69afbbdd509c8190ac62aa6d50dea3a6 completed March 10, 2026, 6:36 a.m.
NEDg Description generation batch_69afbce109f48190be1a31d9300dbee6 completed March 10, 2026, 6:40 a.m.
NED2 Entity disambiguation (via description) batch_69afbda490ac8190bb12598e26b91677 completed March 10, 2026, 6:43 a.m.
Created at: March 6, 2026, 9:56 p.m.