Triple

T4246392
Position Surface form Disambiguated ID Type / Status
Subject Heartland E95537 entity
Predicate featuresArtist P1952 FINISHED
Object George Birge
George Birge is an American country music singer-songwriter known for his work as both a solo artist and collaborator in the contemporary country scene.
 E424091 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: George Birge | Statement: [Heartland, featuresArtist, George Birge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: George Birge
Context triple: [Heartland, featuresArtist, George Birge]
  • A. Johnny Burke
    Johnny Burke was an American lyricist best known for writing popular standards for film and popular music, often in partnership with composer Jimmy Van Heusen.
  • B. Dan Moore
    Dan Moore is a fictional character appearing in the work "Cane."
  • C. Gary Crosby
    Gary Crosby was an American singer and actor, known both for his work in film, television, and music and for being the son of entertainer Bing Crosby.
  • D. Bill Travers
    Bill Travers was a British actor and wildlife conservationist best known for his roles in mid-20th-century films and for co-founding the Born Free Foundation.
  • E. Jimmy Frizzell
    Jimmy Frizzell was a Scottish football manager and former player best known for his long and influential spell in charge of Oldham Athletic during the 1970s and early 1980s.
  • 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: George Birge
Triple: [Heartland, featuresArtist, George Birge]
Generated description
George Birge is an American country music singer-songwriter known for his work as both a solo artist and collaborator in the contemporary country scene.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: George Birge
Target entity description: George Birge is an American country music singer-songwriter known for his work as both a solo artist and collaborator in the contemporary country scene.
  • A. Johnny Burke
    Johnny Burke was an American lyricist best known for writing popular standards for film and popular music, often in partnership with composer Jimmy Van Heusen.
  • B. Dan Moore
    Dan Moore is a fictional character appearing in the work "Cane."
  • C. Gary Crosby
    Gary Crosby was an American singer and actor, known both for his work in film, television, and music and for being the son of entertainer Bing Crosby.
  • D. Bill Travers
    Bill Travers was a British actor and wildlife conservationist best known for his roles in mid-20th-century films and for co-founding the Born Free Foundation.
  • E. Jimmy Frizzell
    Jimmy Frizzell was a Scottish football manager and former player best known for his long and influential spell in charge of Oldham Athletic during the 1970s and early 1980s.
  • 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.