Triple

T12934078
Position Surface form Disambiguated ID Type / Status
Subject Hearts on Fire E309458 entity
Predicate songwriter P1141 FINISHED
Object Ed Fruge
Ed Fruge is a music producer and songwriter best known for his work on the Christian rock hit "Hearts on Fire."
E1010479 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: Ed Fruge | Statement: [Hearts on Fire, songwriter, Ed Fruge]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ed Fruge
Context triple: [Hearts on Fire, songwriter, Ed Fruge]
  • A. Rubeus
    Rubeus is the first name of Rubeus Hagrid, the half-giant gamekeeper and Care of Magical Creatures professor at Hogwarts in the Harry Potter series.
  • B. Ó Floinn
    Ó Floinn is an Irish Gaelic surname that is the original form from which the anglicized surname Flynn is derived.
  • C. Zebedaios
    Zebedaios is the transliterated form of the Greek name Ζεβεδαῖος, commonly known in English as Zebedee, the New Testament figure who was the father of the apostles James and John.
  • D. Quentin Quire
    Quentin Quire is a powerful and rebellious Marvel Comics mutant, best known as a telepathic prodigy associated with the X-Men and the Omega-level mutant community.
  • E. Fabian Prewett
    Fabian Prewett is a minor character in the Harry Potter series, known as Molly Weasley's brave brother who was killed fighting Death Eaters during the First Wizarding War.
  • 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: Ed Fruge
Triple: [Hearts on Fire, songwriter, Ed Fruge]
Generated description
Ed Fruge is a music producer and songwriter best known for his work on the Christian rock hit "Hearts on Fire."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ed Fruge
Target entity description: Ed Fruge is a music producer and songwriter best known for his work on the Christian rock hit "Hearts on Fire."
  • A. Rubeus
    Rubeus is the first name of Rubeus Hagrid, the half-giant gamekeeper and Care of Magical Creatures professor at Hogwarts in the Harry Potter series.
  • B. Ó Floinn
    Ó Floinn is an Irish Gaelic surname that is the original form from which the anglicized surname Flynn is derived.
  • C. Zebedaios
    Zebedaios is the transliterated form of the Greek name Ζεβεδαῖος, commonly known in English as Zebedee, the New Testament figure who was the father of the apostles James and John.
  • D. Quentin Quire
    Quentin Quire is a powerful and rebellious Marvel Comics mutant, best known as a telepathic prodigy associated with the X-Men and the Omega-level mutant community.
  • E. Fabian Prewett
    Fabian Prewett is a minor character in the Harry Potter series, known as Molly Weasley's brave brother who was killed fighting Death Eaters during the First Wizarding War.
  • 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_69d7bdfa933c8190b5a27aa4a08a19b7 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d97dc6517481908637781da240b51f completed April 10, 2026, 10:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6af6d16388190abc848ac67bf1fb9 completed May 3, 2026, 2:14 a.m.
NEDg Description generation batch_69f6b08df448819080c0a7b0921bcc9f completed May 3, 2026, 2:18 a.m.
NED2 Entity disambiguation (via description) batch_69f6b11ced30819090f67a0b1e1369aa completed May 3, 2026, 2:21 a.m.
Created at: April 9, 2026, 5:42 p.m.