Triple

T11521879
Position Surface form Disambiguated ID Type / Status
Subject Liz Hannah E273182 entity
Predicate spouse P13 FINISHED
Object Brian Millikin
Brian Millikin is a film and television writer and producer known for his work on series such as "Better Call Saul" and for being married to screenwriter and producer Liz Hannah.
 E930033 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: Brian Millikin | Statement: [Liz Hannah, spouse, Brian Millikin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Brian Millikin
Context triple: [Liz Hannah, spouse, Brian Millikin]
  • A. Sheldon Luce
    Sheldon Luce is a member of the Luce family, known primarily as the child of Elizabeth Root Luce.
  • B. Stanley Lloyd Miller
    Stanley Lloyd Miller was an American chemist best known for the Miller–Urey experiment, which demonstrated the possible chemical origins of life on early Earth.
  • C. David S. Mathewson
    David S. Mathewson was an Australian radio astronomer known for his pioneering work on the structure and dynamics of nearby galaxies and intergalactic gas.
  • D. Frank Losee
    Frank Losee was an American stage and silent film actor active in the early 20th century.
  • E. Paul Kellogg
    Paul Kellogg was an American opera administrator and impresario best known for his influential leadership roles at major U.S. opera companies, where he championed innovative productions and contemporary works.
  • 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: Brian Millikin
Triple: [Liz Hannah, spouse, Brian Millikin]
Generated description
Brian Millikin is a film and television writer and producer known for his work on series such as "Better Call Saul" and for being married to screenwriter and producer Liz Hannah.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Brian Millikin
Target entity description: Brian Millikin is a film and television writer and producer known for his work on series such as "Better Call Saul" and for being married to screenwriter and producer Liz Hannah.
  • A. Sheldon Luce
    Sheldon Luce is a member of the Luce family, known primarily as the child of Elizabeth Root Luce.
  • B. Stanley Lloyd Miller
    Stanley Lloyd Miller was an American chemist best known for the Miller–Urey experiment, which demonstrated the possible chemical origins of life on early Earth.
  • C. David S. Mathewson
    David S. Mathewson was an Australian radio astronomer known for his pioneering work on the structure and dynamics of nearby galaxies and intergalactic gas.
  • D. Frank Losee
    Frank Losee was an American stage and silent film actor active in the early 20th century.
  • E. Paul Kellogg
    Paul Kellogg was an American opera administrator and impresario best known for his influential leadership roles at major U.S. opera companies, where he championed innovative productions and contemporary works.
  • 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_69d6aae3fbec8190a14632a5df2538b6 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d87fd129c88190893b95222480e04a completed April 10, 2026, 4:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69e62551a36081908ef6418fe8e2155c completed April 20, 2026, 1:08 p.m.
NEDg Description generation batch_69e62cf5b9988190bc1935993f0111f7 completed April 20, 2026, 1:41 p.m.
NED2 Entity disambiguation (via description) batch_69e66433ddb48190994bb1160b0ff732 completed April 20, 2026, 5:36 p.m.
Created at: April 8, 2026, 9:37 p.m.