Triple

T22254241
Position Surface form Disambiguated ID Type / Status
Subject Smart on Crime: A Career Prosecutor’s Plan to Make Us Safer E550057 entity
Predicate coAuthor P398 FINISHED
Object Joan O’C. Hamilton
Joan O’C. Hamilton is a journalist and author known for co-writing policy and public-affairs books, including "Smart on Crime: A Career Prosecutor’s Plan to Make Us Safer."
E1527706 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: Joan O’C. Hamilton | Statement: [Smart on Crime: A Career Prosecutor’s Plan to Make Us Safer, coAuthor, Joan O’C. Hamilton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Joan O’C. Hamilton
Context triple: [Smart on Crime: A Career Prosecutor’s Plan to Make Us Safer, coAuthor, Joan O’C. Hamilton]
  • A. Katherine Broughton
    Katherine Broughton was an English noblewoman of the Tudor period, best known as the wife of William Howard, 1st Baron Howard of Effingham, and a member of the extended Howard family circle.
  • B. Joan Boniface Winnifrith
    Joan Boniface Winnifrith was the English actress better known by her stage name Anna Lee, who appeared in numerous British and American films and television series.
  • C. Margery Fitzgerald
    Margery Fitzgerald is a fictional character in Ken Follett’s historical novel "A Column of Fire," set amid the religious and political turmoil of 16th-century Europe.
  • D. Marjorie d'Amboise
    Marjorie d'Amboise is the mother of Broadway actress and dancer Charlotte d'Amboise.
  • E. Catherine Talbot
    Catherine Talbot was an 18th-century English writer and moralist known for her essays, letters, and religious reflections.
  • 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: Joan O’C. Hamilton
Triple: [Smart on Crime: A Career Prosecutor’s Plan to Make Us Safer, coAuthor, Joan O’C. Hamilton]
Generated description
Joan O’C. Hamilton is a journalist and author known for co-writing policy and public-affairs books, including "Smart on Crime: A Career Prosecutor’s Plan to Make Us Safer."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Joan O’C. Hamilton
Target entity description: Joan O’C. Hamilton is a journalist and author known for co-writing policy and public-affairs books, including "Smart on Crime: A Career Prosecutor’s Plan to Make Us Safer."
  • A. Katherine Broughton
    Katherine Broughton was an English noblewoman of the Tudor period, best known as the wife of William Howard, 1st Baron Howard of Effingham, and a member of the extended Howard family circle.
  • B. Joan Boniface Winnifrith
    Joan Boniface Winnifrith was the English actress better known by her stage name Anna Lee, who appeared in numerous British and American films and television series.
  • C. Margery Fitzgerald
    Margery Fitzgerald is a fictional character in Ken Follett’s historical novel "A Column of Fire," set amid the religious and political turmoil of 16th-century Europe.
  • D. Marjorie d'Amboise
    Marjorie d'Amboise is the mother of Broadway actress and dancer Charlotte d'Amboise.
  • E. Catherine Talbot
    Catherine Talbot was an 18th-century English writer and moralist known for her essays, letters, and religious reflections.
  • 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_69e11e42adb8819087714772ea606709 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f138c0c4f48190a75473a7835014f1 completed April 28, 2026, 10:46 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0ab662334c819095b6737e550bd5ce completed May 18, 2026, 6:49 a.m.
NEDg Description generation batch_6a0ab77252b0819098e9daa2930ceb6a completed May 18, 2026, 6:53 a.m.
NED2 Entity disambiguation (via description) batch_6a0ab81e47a08190b4148080f363fcf5 completed May 18, 2026, 6:56 a.m.
Created at: April 16, 2026, 8:39 p.m.