Triple

T16600000
Position Surface form Disambiguated ID Type / Status
Subject Heck v. Humphrey E403305 entity
Predicate petitioner P3132 FINISHED
Object Roy Heck
Roy Heck is the convicted individual whose civil rights lawsuit led to the landmark U.S. Supreme Court decision in Heck v. Humphrey, which limits when prisoners can seek damages under 42 U.S.C. § 1983.
E1224431 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: Roy Heck | Statement: [Heck v. Humphrey, petitioner, Roy Heck]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Roy Heck
Context triple: [Heck v. Humphrey, petitioner, Roy Heck]
  • A. Roscoe Beck
    Roscoe Beck is an American bassist and record producer best known for his long-time collaboration with Leonard Cohen and his work as a sought-after session musician.
  • B. Buck Houghton
    Buck Houghton was an American television producer best known for his work on the original series of The Twilight Zone.
  • C. Mickey Loomis
    Mickey Loomis is an American football executive best known for leading the New Orleans Saints’ front office during their rise to Super Bowl contention and long-term success in the NFL.
  • D. Willie Geist
    Willie Geist is an American television personality and journalist best known as a co-host of MSNBC’s "Morning Joe" and anchor of NBC’s "Sunday Today."
  • E. Rex Pierson
    Rex Pierson was a British aircraft designer best known for creating several important Vickers military aircraft, including the Wellington bomber used extensively during World War II.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Roy Heck
Target entity description: Roy Heck is the convicted individual whose civil rights lawsuit led to the landmark U.S. Supreme Court decision in Heck v. Humphrey, which limits when prisoners can seek damages under 42 U.S.C. § 1983.
  • A. Roscoe Beck
    Roscoe Beck is an American bassist and record producer best known for his long-time collaboration with Leonard Cohen and his work as a sought-after session musician.
  • B. Buck Houghton
    Buck Houghton was an American television producer best known for his work on the original series of The Twilight Zone.
  • C. Mickey Loomis
    Mickey Loomis is an American football executive best known for leading the New Orleans Saints’ front office during their rise to Super Bowl contention and long-term success in the NFL.
  • D. Willie Geist
    Willie Geist is an American television personality and journalist best known as a co-host of MSNBC’s "Morning Joe" and anchor of NBC’s "Sunday Today."
  • E. Rex Pierson
    Rex Pierson was a British aircraft designer best known for creating several important Vickers military aircraft, including the Wellington bomber used extensively during World War II.
  • F. None of above. chosen

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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: Roy Heck
Triple: [Heck v. Humphrey, petitioner, Roy Heck]
Generated description
Roy Heck is the convicted individual whose civil rights lawsuit led to the landmark U.S. Supreme Court decision in Heck v. Humphrey, which limits when prisoners can seek damages under 42 U.S.C. § 1983.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69d883880d0c81908b5fcd454e767b60 elicitation completed
NER batch_69e35d75772c8190b02aef02ea6788e1 ner completed
NED1 batch_6a007da8c5048190aaa9350f8fcc8a2e ned_source_triple completed
NED2 batch_6a007f53918481908d84ecf50a562266 ned_description completed
NEDg batch_6a007eba114881909b5b6c461aca6a10 nedg completed
Created at: April 10, 2026, 5:16 a.m.