Triple

T8013573
Position Surface form Disambiguated ID Type / Status
Subject Paul Boateng E186554 entity
Predicate familyName P18 FINISHED
Object Boateng
Boateng is a Ghanaian-origin surname notably borne by several prominent British and German public figures, including politicians and professional footballers.
 E707504 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: Boateng | Statement: [Paul Boateng, familyName, Boateng]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Boateng
Context triple: [Paul Boateng, familyName, Boateng]
  • A. Builsa
    The Builsa are an indigenous ethnic group of northern Ghana known for their distinct Gur language, rich agricultural traditions, and vibrant festivals such as the Feok harvest celebration.
  • B. Balanta Kentohe
    Balanta Kentohe refers to a subgroup or variant designation of the Balanta people, an ethnic group primarily found in Guinea-Bissau and neighboring West African countries.
  • C. Léon Mébiame
    Léon Mébiame was a Gabonese politician who served for many years as a key government leader during the long rule of President Omar Bongo.
  • D. Joseph M'Benga
    Joseph M'Benga is a Starfleet medical officer and skilled physician in the Star Trek universe, prominently depicted as the USS Enterprise’s chief medical officer in Star Trek: Strange New Worlds.
  • E. Romain Ntamack
    Romain Ntamack is a French rugby union fly-half and centre who has starred for both Stade Toulousain and the French national team.
  • 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: Boateng
Triple: [Paul Boateng, familyName, Boateng]
Generated description
Boateng is a Ghanaian-origin surname notably borne by several prominent British and German public figures, including politicians and professional footballers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Boateng
Target entity description: Boateng is a Ghanaian-origin surname notably borne by several prominent British and German public figures, including politicians and professional footballers.
  • A. Builsa
    The Builsa are an indigenous ethnic group of northern Ghana known for their distinct Gur language, rich agricultural traditions, and vibrant festivals such as the Feok harvest celebration.
  • B. Balanta Kentohe
    Balanta Kentohe refers to a subgroup or variant designation of the Balanta people, an ethnic group primarily found in Guinea-Bissau and neighboring West African countries.
  • C. Léon Mébiame
    Léon Mébiame was a Gabonese politician who served for many years as a key government leader during the long rule of President Omar Bongo.
  • D. Joseph M'Benga
    Joseph M'Benga is a Starfleet medical officer and skilled physician in the Star Trek universe, prominently depicted as the USS Enterprise’s chief medical officer in Star Trek: Strange New Worlds.
  • E. Romain Ntamack
    Romain Ntamack is a French rugby union fly-half and centre who has starred for both Stade Toulousain and the French national team.
  • 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_69ca82abaffc8190ab8af79cdbc31ab3 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3df0f4bc8190ae87586972018085 completed March 31, 2026, 3:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc56b4608081909c546d56129d1164 completed March 31, 2026, 11:20 p.m.
NEDg Description generation batch_69cc58ecd0608190ab0880992bc203fb completed March 31, 2026, 11:29 p.m.
NED2 Entity disambiguation (via description) batch_69cc5cb791b48190bd5004b518d23f84 completed March 31, 2026, 11:45 p.m.
Created at: March 30, 2026, 5:19 p.m.