Triple

T4246391
Position Surface form Disambiguated ID Type / Status
Subject Heartland E95537 entity
Predicate featuresArtist P1952 FINISHED
Object Chris Bandi
Chris Bandi is an American country singer-songwriter known for blending contemporary country with pop influences and heartfelt storytelling.
E424090 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: Chris Bandi | Statement: [Heartland, featuresArtist, Chris Bandi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chris Bandi
Context triple: [Heartland, featuresArtist, Chris Bandi]
  • A. Chris Brancato
    Chris Brancato is an American television writer and producer best known for his work on crime dramas, including co-creating the acclaimed Netflix series "Narcos."
  • B. 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.
  • C. Cris Judd
    Cris Judd is an American choreographer, dancer, and actor best known for his work in music videos and live performances, as well as his brief marriage to Jennifer Lopez.
  • D. Jared Borgetti
    Jared Borgetti is a retired Mexican footballer and prolific striker best known as one of Mexico’s all-time leading goal scorers and a standout for the national team in the early 2000s.
  • E. Corey Gaines
    Corey Gaines is an American basketball coach and former player best known for leading the WNBA’s Phoenix Mercury to a championship as head coach.
  • 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: Chris Bandi
Triple: [Heartland, featuresArtist, Chris Bandi]
Generated description
Chris Bandi is an American country singer-songwriter known for blending contemporary country with pop influences and heartfelt storytelling.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chris Bandi
Target entity description: Chris Bandi is an American country singer-songwriter known for blending contemporary country with pop influences and heartfelt storytelling.
  • A. Chris Brancato
    Chris Brancato is an American television writer and producer best known for his work on crime dramas, including co-creating the acclaimed Netflix series "Narcos."
  • B. 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.
  • C. Cris Judd
    Cris Judd is an American choreographer, dancer, and actor best known for his work in music videos and live performances, as well as his brief marriage to Jennifer Lopez.
  • D. Jared Borgetti
    Jared Borgetti is a retired Mexican footballer and prolific striker best known as one of Mexico’s all-time leading goal scorers and a standout for the national team in the early 2000s.
  • E. Corey Gaines
    Corey Gaines is an American basketball coach and former player best known for leading the WNBA’s Phoenix Mercury to a championship as head coach.
  • 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_69b5a87993648190b2969505cdf3c554 completed March 14, 2026, 6:27 p.m.
NEDg Description generation batch_69b5a966f154819083f7864b154f7518 completed March 14, 2026, 6:31 p.m.
NED2 Entity disambiguation (via description) batch_69b5aa0ed71c81908d9bf530b4557984 completed March 14, 2026, 6:33 p.m.
Created at: March 12, 2026, 11:05 p.m.