Triple

T22231474
Position Surface form Disambiguated ID Type / Status
Subject Marion Zimmer Bradley E549475 entity
Predicate familyName P18 FINISHED
Object Bradley
Bradley is a common English surname borne by numerous notable individuals across literature, entertainment, sports, and public life.
 E153144 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: Bradley | Statement: [Marion Zimmer Bradley, familyName, Bradley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bradley
Context triple: [Marion Zimmer Bradley, familyName, Bradley]
  • A. Bradley
    Bradley is the given first name of Brad Stevens, an American professional basketball executive and former head coach of the Boston Celtics.
  • B. Bradley
    Bradley is a locality in England historically associated with the life and death of the pioneering ironmaster John Wilkinson.
  • C. Bradley
    Bradley is the commonly used short name for Bradley University, a private university located in Peoria, Illinois.
  • D. Bradley
    Bradley is the given first name of American actor BD Wong, known for his roles in film, television, and theater.
  • E. Bradley
    Bradley is a central character in Sam Shepard's play "Buried Child," depicted as the aggressive, amputee son whose disturbing behavior reflects the family's deep dysfunction.
  • 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: Bradley
Triple: [Marion Zimmer Bradley, familyName, Bradley]
Generated description
Bradley is a common English surname borne by numerous notable individuals across literature, entertainment, sports, and public life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bradley
Target entity description: Bradley is a common English surname borne by numerous notable individuals across literature, entertainment, sports, and public life.
  • A. Bradley chosen
    Bradley is a common English surname borne by numerous notable individuals across sports, politics, entertainment, and other fields.
  • B. Bradley
    Bradley is a masculine given name of Old English origin, traditionally meaning "broad meadow."
  • C. Bradley
    Bradley is the given first name of American actor BD Wong, known for his roles in film, television, and theater.
  • D. Bradley
    Bradley is the given first name of Brad Stevens, an American professional basketball executive and former head coach of the Boston Celtics.
  • E. Bradley
    Bradley is a locality in England historically associated with the life and death of the pioneering ironmaster John Wilkinson.
  • 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_69e11e4102b881909cf47d3768e25c19 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f12bf3de648190986a734f19643a8c completed April 28, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0aae77b9888190a975e78d442512b2 completed May 18, 2026, 6:15 a.m.
NEDg Description generation batch_6a0aaf0f47948190b602d1016badc21c completed May 18, 2026, 6:17 a.m.
NED2 Entity disambiguation (via description) batch_6a0ab0befa5481909d00cb845dd67b12 completed May 18, 2026, 6:25 a.m.
Created at: April 16, 2026, 8:38 p.m.