Triple

T16097829
Position Surface form Disambiguated ID Type / Status
Subject Let's Make a Deal E390531 entity
Predicate creator P184 FINISHED
Object Stefan Hatos
Stefan Hatos was an American television producer and writer best known for co-creating and producing the long-running game show "Let's Make a Deal."
 E1194546 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: Stefan Hatos | Statement: [Let's Make a Deal, creator, Stefan Hatos]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Stefan Hatos
Context triple: [Let's Make a Deal, creator, Stefan Hatos]
  • A. Marton Csokas
    Marton Csokas is a New Zealand actor known for his versatile character roles in international films and television series, including major action and fantasy franchises.
  • B. Zoltán Huszárik
    Zoltán Huszárik was a Hungarian film director and visual artist renowned for his poetic, experimental style and influential works in 20th-century Hungarian cinema.
  • C. Ádám Nagy
    Ádám Nagy is a Hungarian professional footballer known for playing as a central midfielder for club and country.
  • D. Gábor Nagy
    Gábor Nagy is a Hungarian given name borne by several notable individuals across fields such as politics, sports, and academia.
  • E. András Nagy
    András Nagy is a Hungarian biologist and stem cell researcher known for his pioneering work in embryonic stem cells and regenerative medicine.
  • 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: Stefan Hatos
Triple: [Let's Make a Deal, creator, Stefan Hatos]
Generated description
Stefan Hatos was an American television producer and writer best known for co-creating and producing the long-running game show "Let's Make a Deal."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Stefan Hatos
Target entity description: Stefan Hatos was an American television producer and writer best known for co-creating and producing the long-running game show "Let's Make a Deal."
  • A. Marton Csokas
    Marton Csokas is a New Zealand actor known for his versatile character roles in international films and television series, including major action and fantasy franchises.
  • B. Zoltán Huszárik
    Zoltán Huszárik was a Hungarian film director and visual artist renowned for his poetic, experimental style and influential works in 20th-century Hungarian cinema.
  • C. Ádám Nagy
    Ádám Nagy is a Hungarian professional footballer known for playing as a central midfielder for club and country.
  • D. Gábor Nagy
    Gábor Nagy is a Hungarian given name borne by several notable individuals across fields such as politics, sports, and academia.
  • E. András Nagy
    András Nagy is a Hungarian biologist and stem cell researcher known for his pioneering work in embryonic stem cells and regenerative medicine.
  • 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_69d87f198bc48190a8b7e53ca15b7ead completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e1ff6551a48190afb7e0c61e22b541 completed April 17, 2026, 9:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffeb9b3e708190be822f7ed588c9da completed May 10, 2026, 2:21 a.m.
NEDg Description generation batch_69ffec7d0b188190805a471ed3a97eb5 completed May 10, 2026, 2:25 a.m.
NED2 Entity disambiguation (via description) batch_69ffed254d8c81909e0d86621c7792cb completed May 10, 2026, 2:27 a.m.
Created at: April 10, 2026, 4:59 a.m.