Triple

T15525473
Position Surface form Disambiguated ID Type / Status
Subject John Harkes E369071 entity
Predicate familyName P18 FINISHED
Object Harkes
Harkes is a surname most notably associated with John Harkes, a former American soccer player and captain of the U.S. national team.
 E1161485 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: Harkes | Statement: [John Harkes, familyName, Harkes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Harkes
Context triple: [John Harkes, familyName, Harkes]
  • A. Falko
    Falko is a given name and variant of "Falco," used in various European countries, particularly in German-speaking regions.
  • B. Rinus
    Rinus is a Dutch given name, commonly used as a diminutive or short form of Marinus.
  • C. Guus
    Guus is a Dutch given name most famously associated with football manager Guus Hiddink.
  • D. Demaris
    Demaris is a character in Stephen Adly Guirgis's gritty stage play "In Arabia We'd All Be Kings," which portrays the lives of struggling New Yorkers in a rapidly gentrifying Hell's Kitchen.
  • E. Hedebrant
    Hedebrant is a Swedish surname most notably borne by actor Kåre Hedebrant, known for his role in the film "Let the Right One In."
  • 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: Harkes
Triple: [John Harkes, familyName, Harkes]
Generated description
Harkes is a surname most notably associated with John Harkes, a former American soccer player and captain of the U.S. national team.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Harkes
Target entity description: Harkes is a surname most notably associated with John Harkes, a former American soccer player and captain of the U.S. national team.
  • A. Falko
    Falko is a given name and variant of "Falco," used in various European countries, particularly in German-speaking regions.
  • B. Rinus
    Rinus is a Dutch given name, commonly used as a diminutive or short form of Marinus.
  • C. Guus
    Guus is a Dutch given name most famously associated with football manager Guus Hiddink.
  • D. Demaris
    Demaris is a character in Stephen Adly Guirgis's gritty stage play "In Arabia We'd All Be Kings," which portrays the lives of struggling New Yorkers in a rapidly gentrifying Hell's Kitchen.
  • E. Hedebrant
    Hedebrant is a Swedish surname most notably borne by actor Kåre Hedebrant, known for his role in the film "Let the Right One In."
  • 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_69d85a1794cc8190b0b428716296e63e completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e04145178481909fb0339a79d4239e completed April 16, 2026, 1:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff3d598e6c8190870e9249197f5f53 completed May 9, 2026, 1:57 p.m.
NEDg Description generation batch_69ff3de663848190936a5b1d31d18c75 completed May 9, 2026, 2 p.m.
NED2 Entity disambiguation (via description) batch_69ff3e8c5f308190a335dbc45f9d88ee completed May 9, 2026, 2:02 p.m.
Created at: April 10, 2026, 4:05 a.m.