Triple

T6444097
Position Surface form Disambiguated ID Type / Status
Subject Grant Heslov E138298 entity
Predicate familyName P18 FINISHED
Object Heslov
Heslov is the surname of Grant Heslov, an American actor, screenwriter, director, and producer known for his frequent collaborations with George Clooney.
 E595035 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: Heslov | Statement: [Grant Heslov, familyName, Heslov]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Heslov
Context triple: [Grant Heslov, familyName, Heslov]
  • A. Ferdl
    Ferdl is a German diminutive form of the male given name Ferdinand, commonly used as an affectionate nickname.
  • B. Zaslofsky
    Zaslofsky is a surname most notably associated with Max Zaslofsky, an early star guard in the National Basketball Association.
  • C. Miroslav
    Miroslav is a common Slavic male given name, notably borne by Slovak ice hockey star Miroslav Šatan.
  • D. Lubomir
    Lubomir is a mountain peak in southern Poland’s Beskid Wyspowy range, known for its scenic views and hiking trails.
  • E. Menzel
    Menzel is the surname of Idina Menzel, the American actress and singer best known for her roles in Broadway musicals and the film "Frozen."
  • 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: Heslov
Triple: [Grant Heslov, familyName, Heslov]
Generated description
Heslov is the surname of Grant Heslov, an American actor, screenwriter, director, and producer known for his frequent collaborations with George Clooney.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Heslov
Target entity description: Heslov is the surname of Grant Heslov, an American actor, screenwriter, director, and producer known for his frequent collaborations with George Clooney.
  • A. Ferdl
    Ferdl is a German diminutive form of the male given name Ferdinand, commonly used as an affectionate nickname.
  • B. Zaslofsky
    Zaslofsky is a surname most notably associated with Max Zaslofsky, an early star guard in the National Basketball Association.
  • C. Miroslav
    Miroslav is a common Slavic male given name, notably borne by Slovak ice hockey star Miroslav Šatan.
  • D. Lubomir
    Lubomir is a mountain peak in southern Poland’s Beskid Wyspowy range, known for its scenic views and hiking trails.
  • E. Menzel
    Menzel is the surname of Idina Menzel, the American actress and singer best known for her roles in Broadway musicals and the film "Frozen."
  • 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_69c008aa61ac8190bc96715ed79fe2d8 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0698c17ec81909f6bbcbe636a67fd completed March 22, 2026, 10:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69c64bc718dc8190b186d09a17562d26 completed March 27, 2026, 9:20 a.m.
NEDg Description generation batch_69c64f8c3df08190986343f78e7a066a completed March 27, 2026, 9:36 a.m.
NED2 Entity disambiguation (via description) batch_69c6501b1b6481908cead1450402752b completed March 27, 2026, 9:38 a.m.
Created at: March 22, 2026, 4:46 p.m.