Triple

T7416735
Position Surface form Disambiguated ID Type / Status
Subject Barry Zito E171147 entity
Predicate spouse P13 FINISHED
Object Amber Seyer
Amber Seyer is an American model and former Miss Missouri Teen USA who is married to former Major League Baseball pitcher Barry Zito.
E688661 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: Amber Seyer | Statement: [Barry Zito, spouse, Amber Seyer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Amber Seyer
Context triple: [Barry Zito, spouse, Amber Seyer]
  • A. Amber Smith
    Amber Smith is a relative of American singer and actress Demi Lovato, known primarily for her family connection to the entertainer.
  • B. Amber Coffman
    Amber Coffman is an American singer, songwriter, and guitarist best known as a former member of the indie rock band Dirty Projectors and for her collaborations across indie and electronic music.
  • C. Amber Holt
    Amber Holt is a central teenage character in the television drama series "Parenthood," known for her rebellious yet sensitive nature and evolving family relationships.
  • D. Shaelyn Palmer
    Shaelyn Palmer is the wife of former NFL quarterback Carson Palmer and is known for her involvement in charitable and community activities alongside him.
  • E. Lauren Dolgen
    Lauren Dolgen is a television producer best known for developing and producing MTV’s teen pregnancy reality franchise, including "16 and Pregnant" and its spin-offs.
  • 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: Amber Seyer
Triple: [Barry Zito, spouse, Amber Seyer]
Generated description
Amber Seyer is an American model and former Miss Missouri Teen USA who is married to former Major League Baseball pitcher Barry Zito.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Amber Seyer
Target entity description: Amber Seyer is an American model and former Miss Missouri Teen USA who is married to former Major League Baseball pitcher Barry Zito.
  • A. Amber Smith
    Amber Smith is a relative of American singer and actress Demi Lovato, known primarily for her family connection to the entertainer.
  • B. Amber Coffman
    Amber Coffman is an American singer, songwriter, and guitarist best known as a former member of the indie rock band Dirty Projectors and for her collaborations across indie and electronic music.
  • C. Amber Holt
    Amber Holt is a central teenage character in the television drama series "Parenthood," known for her rebellious yet sensitive nature and evolving family relationships.
  • D. Shaelyn Palmer
    Shaelyn Palmer is the wife of former NFL quarterback Carson Palmer and is known for her involvement in charitable and community activities alongside him.
  • E. Lauren Dolgen
    Lauren Dolgen is a television producer best known for developing and producing MTV’s teen pregnancy reality franchise, including "16 and Pregnant" and its spin-offs.
  • 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_69c68a618bdc81908d8018edadecd1a4 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f2c7ae0c8190a8348d6223aeeecc completed March 27, 2026, 9:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8de96d58c819086c308396a4a304e completed March 29, 2026, 8:11 a.m.
NEDg Description generation batch_69c8dfd4545c8190acd369995f00806b completed March 29, 2026, 8:16 a.m.
NED2 Entity disambiguation (via description) batch_69c8e037620c8190aa5948b68756793d completed March 29, 2026, 8:17 a.m.
Created at: March 27, 2026, 3:11 p.m.