Triple

T17524057
Position Surface form Disambiguated ID Type / Status
Subject Tyler Hubbard E426749 entity
Predicate spouse P13 FINISHED
Object Hayley Stommel
Hayley Stommel is an American personality best known as the wife of Florida Georgia Line singer Tyler Hubbard and for her presence in the country music social scene.
 E1274504 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: Hayley Stommel | Statement: [Tyler Hubbard, spouse, Hayley Stommel]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hayley Stommel
Context triple: [Tyler Hubbard, spouse, Hayley Stommel]
  • A. Hayley Williams
    Hayley Williams is an American singer, songwriter, and musician best known as the lead vocalist and primary songwriter of the rock band Paramore.
  • B. Ava Elizabeth DeLonge
    Ava Elizabeth DeLonge is the daughter of Blink-182 guitarist and vocalist Tom DeLonge.
  • C. Hayley Vaughan
    Hayley Vaughan is a fictional character from the soap opera "All My Children," known as the rebellious yet ultimately compassionate daughter of wealthy businessman Adam Chandler.
  • D. Hayley Erbert
    Hayley Erbert is an American professional dancer and choreographer best known for her work on "So You Think You Can Dance" and "Dancing with the Stars."
  • E. Kate Tucci
    Kate Tucci was the late wife of actor Stanley Tucci, known for her work as a social worker and producer and for largely staying out of the public spotlight.
  • 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: Hayley Stommel
Triple: [Tyler Hubbard, spouse, Hayley Stommel]
Generated description
Hayley Stommel is an American personality best known as the wife of Florida Georgia Line singer Tyler Hubbard and for her presence in the country music social scene.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hayley Stommel
Target entity description: Hayley Stommel is an American personality best known as the wife of Florida Georgia Line singer Tyler Hubbard and for her presence in the country music social scene.
  • A. Hayley Williams
    Hayley Williams is an American singer, songwriter, and musician best known as the lead vocalist and primary songwriter of the rock band Paramore.
  • B. Ava Elizabeth DeLonge
    Ava Elizabeth DeLonge is the daughter of Blink-182 guitarist and vocalist Tom DeLonge.
  • C. Hayley Vaughan
    Hayley Vaughan is a fictional character from the soap opera "All My Children," known as the rebellious yet ultimately compassionate daughter of wealthy businessman Adam Chandler.
  • D. Hayley Erbert
    Hayley Erbert is an American professional dancer and choreographer best known for her work on "So You Think You Can Dance" and "Dancing with the Stars."
  • E. Kate Tucci
    Kate Tucci was the late wife of actor Stanley Tucci, known for her work as a social worker and producer and for largely staying out of the public spotlight.
  • 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_69d889de677081909b22d2657b1f0292 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e452d4db60819096a03dbc4254850f completed April 19, 2026, 3:58 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01c9452ab08190a0539964b1b90f86 completed May 11, 2026, 12:19 p.m.
NEDg Description generation batch_6a01cabea2b48190a690b17a88d45b40 completed May 11, 2026, 12:25 p.m.
NED2 Entity disambiguation (via description) batch_6a01cefa08f8819086cb86ce22193baa completed May 11, 2026, 12:43 p.m.
Created at: April 10, 2026, 5:49 a.m.