Triple

T13710839
Position Surface form Disambiguated ID Type / Status
Subject Glenne Headly E328765 entity
Predicate spouse P13 FINISHED
Object Byron McCulloch
Byron McCulloch is best known as the husband of the late American actress Glenne Headly.
 E1072507 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: Byron McCulloch | Statement: [Glenne Headly, spouse, Byron McCulloch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Byron McCulloch
Context triple: [Glenne Headly, spouse, Byron McCulloch]
  • A. Byron McLaughlin
    Byron McLaughlin is a former American Major League Baseball pitcher who played primarily for the Seattle Mariners in the late 1970s and early 1980s.
  • B. Donald MacBride
    Donald MacBride was an American character actor known for his gruff, comedic portrayals in numerous stage and Hollywood films during the 1930s and 1940s.
  • C. Andrew Boyd
    Andrew Boyd is a name shared by several notable individuals, including authors, academics, and public figures across various fields.
  • D. Dorrell McGowan
    Dorrell McGowan was an American screenwriter known for his work on early Western films, including projects with prominent cowboy stars.
  • E. Austin P. McKenzie
    Austin P. McKenzie is an American actor and singer best known for his work in LGBTQ-themed television and theater, including prominent roles in series like "When We Rise" and the musical "Spring Awakening."
  • 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: Byron McCulloch
Triple: [Glenne Headly, spouse, Byron McCulloch]
Generated description
Byron McCulloch is best known as the husband of the late American actress Glenne Headly.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Byron McCulloch
Target entity description: Byron McCulloch is best known as the husband of the late American actress Glenne Headly.
  • A. Byron McLaughlin
    Byron McLaughlin is a former American Major League Baseball pitcher who played primarily for the Seattle Mariners in the late 1970s and early 1980s.
  • B. Donald MacBride
    Donald MacBride was an American character actor known for his gruff, comedic portrayals in numerous stage and Hollywood films during the 1930s and 1940s.
  • C. Andrew Boyd
    Andrew Boyd is a name shared by several notable individuals, including authors, academics, and public figures across various fields.
  • D. Dorrell McGowan
    Dorrell McGowan was an American screenwriter known for his work on early Western films, including projects with prominent cowboy stars.
  • E. Austin P. McKenzie
    Austin P. McKenzie is an American actor and singer best known for his work in LGBTQ-themed television and theater, including prominent roles in series like "When We Rise" and the musical "Spring Awakening."
  • 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_69d80770b9bc81909f70c8c317d53cff completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dd43949e6c8190ae5e4fa119cde33a completed April 13, 2026, 7:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69fba1b661e4819087bac0cd84489baa completed May 6, 2026, 8:16 p.m.
NEDg Description generation batch_69fba7f116608190b664d0dc8027af38 completed May 6, 2026, 8:43 p.m.
NED2 Entity disambiguation (via description) batch_69fba8fe11c881908662d8e8e1720ea4 completed May 6, 2026, 8:47 p.m.
Created at: April 9, 2026, 9:54 p.m.