Triple

T21089630
Position Surface form Disambiguated ID Type / Status
Subject Stephanie Grisham E519602 entity
Predicate familyName P18 FINISHED
Object Grisham
Grisham is a surname most prominently associated with figures such as American novelist John Grisham and former White House press secretary Stephanie Grisham.
 E49813 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: Grisham | Statement: [Stephanie Grisham, familyName, Grisham]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Grisham
Context triple: [Stephanie Grisham, familyName, Grisham]
  • A. John Grisham
    John Grisham is a bestselling American author renowned for his legal thrillers, many of which have been adapted into successful films.
  • B. Ty Grisham
    Ty Grisham is a child of bestselling American legal-thriller author John Grisham.
  • C. Scott Turow
    Scott Turow is an American novelist and lawyer best known for his bestselling legal thrillers that helped popularize the modern courtroom drama genre.
  • D. Greg Iles
    Greg Iles is an American novelist best known for his suspense and crime thrillers, many set in the American South.
  • E. John Forsyth
    John Forsyth was a 19th-century American politician and statesman who served as U.S. Secretary of State, governor of Georgia, and a prominent member of Congress.
  • 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: Grisham
Triple: [Stephanie Grisham, familyName, Grisham]
Generated description
Grisham is a surname most prominently associated with figures such as American novelist John Grisham and former White House press secretary Stephanie Grisham.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Grisham
Target entity description: Grisham is a surname most prominently associated with figures such as American novelist John Grisham and former White House press secretary Stephanie Grisham.
  • A. John Grisham chosen
    John Grisham is a bestselling American author renowned for his legal thrillers, many of which have been adapted into successful films.
  • B. Ty Grisham
    Ty Grisham is a child of bestselling American legal-thriller author John Grisham.
  • C. Scott Turow
    Scott Turow is an American novelist and lawyer best known for his bestselling legal thrillers that helped popularize the modern courtroom drama genre.
  • D. Greg Iles
    Greg Iles is an American novelist best known for his suspense and crime thrillers, many set in the American South.
  • E. John Forsyth
    John Forsyth was a 19th-century American politician and statesman who served as U.S. Secretary of State, governor of Georgia, and a prominent member of Congress.
  • F. None of above.

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_69e0b507dd9081908fb8bfcbef4c8b46 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e7094dd65481909391ed74115afc23 completed April 21, 2026, 5:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a095a5879d88190ac29a01da51ea009 completed May 17, 2026, 6:04 a.m.
NEDg Description generation batch_6a095c017bec81909fd6c73a0fb677df completed May 17, 2026, 6:11 a.m.
NED2 Entity disambiguation (via description) batch_6a095cee4c308190a08844f285231ff9 completed May 17, 2026, 6:15 a.m.
Created at: April 16, 2026, 2:50 p.m.