Triple

T4246456
Position Surface form Disambiguated ID Type / Status
Subject Florida Georgia Line E95539 entity
Predicate hasMember P10 FINISHED
Object Tyler Hubbard
Tyler Hubbard is an American country music singer and songwriter best known as one half of the duo Florida Georgia Line.
 E426749 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: Tyler Hubbard | Statement: [Florida Georgia Line, hasMember, Tyler Hubbard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Tyler Hubbard
Context triple: [Florida Georgia Line, hasMember, Tyler Hubbard]
  • A. Brant Daugherty
    Brant Daugherty is an American actor known for his roles in television series like "Pretty Little Liars" and films including the "Fifty Shades" franchise.
  • B. Ryan Brant
    Ryan Brant was an American businessman best known as the founding CEO of video game publisher Take-Two Interactive, the company behind major franchises like Grand Theft Auto.
  • C. Kyle Rote
    Kyle Rote was a former New York Giants star running back and wide receiver who became a prominent American sportscaster and television commentator.
  • D. Jake T. Austin
    Jake T. Austin is an American actor best known for his role on Disney Channel’s "Wizards of Waverly Place" and for voicing characters in animated films and series.
  • E. Connor Hutcherson
    Connor Hutcherson is the younger brother of actor Josh Hutcherson and has occasionally appeared in public and media alongside him.
  • 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: Tyler Hubbard
Triple: [Florida Georgia Line, hasMember, Tyler Hubbard]
Generated description
Tyler Hubbard is an American country music singer and songwriter best known as one half of the duo Florida Georgia Line.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Tyler Hubbard
Target entity description: Tyler Hubbard is an American country music singer and songwriter best known as one half of the duo Florida Georgia Line.
  • A. Brant Daugherty
    Brant Daugherty is an American actor known for his roles in television series like "Pretty Little Liars" and films including the "Fifty Shades" franchise.
  • B. Ryan Brant
    Ryan Brant was an American businessman best known as the founding CEO of video game publisher Take-Two Interactive, the company behind major franchises like Grand Theft Auto.
  • C. Kyle Rote
    Kyle Rote was a former New York Giants star running back and wide receiver who became a prominent American sportscaster and television commentator.
  • D. Jake T. Austin
    Jake T. Austin is an American actor best known for his role on Disney Channel’s "Wizards of Waverly Place" and for voicing characters in animated films and series.
  • E. Connor Hutcherson
    Connor Hutcherson is the younger brother of actor Josh Hutcherson and has occasionally appeared in public and media alongside him.
  • 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_69b3453d91548190b4d4ef8fe52aa2ac completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b34e9b64ac81908dc44eaae6829b50 completed March 12, 2026, 11:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5b77ce4d48190ba24e3ef8c9ceb8d completed March 14, 2026, 7:31 p.m.
NEDg Description generation batch_69b5bb7b11e08190abe931711bc7811d completed March 14, 2026, 7:48 p.m.
NED2 Entity disambiguation (via description) batch_69b5bbda0cec819092b4f6dd0c8257c3 completed March 14, 2026, 7:49 p.m.
Created at: March 12, 2026, 11:05 p.m.