Triple

T4323349
Position Surface form Disambiguated ID Type / Status
Subject A Lesson in Leavin' E96572 entity
Predicate writer P1360 FINISHED
Object Randy Goodrum
Randy Goodrum is an American songwriter and musician best known for penning numerous pop and country hits recorded by artists such as Anne Murray, Dottie West, and Steve Perry.
E432335 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: Randy Goodrum | Statement: [A Lesson in Leavin', writer, Randy Goodrum]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Randy Goodrum
Context triple: [A Lesson in Leavin', writer, Randy Goodrum]
  • A. Ian Roberts
    Ian Roberts is a South African actor best known for his roles in film, television, and stage productions, often portraying rugged or authoritative characters.
  • B. Graeme Goodall
    Graeme Goodall was an influential Australian-born recording engineer and music industry executive who played a key role in developing Jamaica’s recording scene and co-founding major labels that helped bring reggae to international audiences.
  • C. Graham Rogers
    Graham Rogers is an American actor known for his roles in television series such as "The Kominsky Method," "Quantico," and "Atypical."
  • D. Dan Bunting
    Dan Bunting is a video game developer best known for his leadership and design work on the Call of Duty series at Treyarch.
  • E. Graham Martin
    Graham Martin was an American diplomat best known for serving as the last U.S. ambassador to South Vietnam during the final years of the Vietnam 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: Randy Goodrum
Triple: [A Lesson in Leavin', writer, Randy Goodrum]
Generated description
Randy Goodrum is an American songwriter and musician best known for penning numerous pop and country hits recorded by artists such as Anne Murray, Dottie West, and Steve Perry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Randy Goodrum
Target entity description: Randy Goodrum is an American songwriter and musician best known for penning numerous pop and country hits recorded by artists such as Anne Murray, Dottie West, and Steve Perry.
  • A. Ian Roberts
    Ian Roberts is a South African actor best known for his roles in film, television, and stage productions, often portraying rugged or authoritative characters.
  • B. Graeme Goodall
    Graeme Goodall was an influential Australian-born recording engineer and music industry executive who played a key role in developing Jamaica’s recording scene and co-founding major labels that helped bring reggae to international audiences.
  • C. Graham Rogers
    Graham Rogers is an American actor known for his roles in television series such as "The Kominsky Method," "Quantico," and "Atypical."
  • D. Dan Bunting
    Dan Bunting is a video game developer best known for his leadership and design work on the Call of Duty series at Treyarch.
  • E. Graham Martin
    Graham Martin was an American diplomat best known for serving as the last U.S. ambassador to South Vietnam during the final years of the Vietnam 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_69b345422aac81909ddbadae437d122e completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b351177eb88190b89fa49a88add5e8 completed March 12, 2026, 11:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5d09165a8819089fbb9b9ed4c82ff completed March 14, 2026, 9:18 p.m.
NEDg Description generation batch_69b5d4607a688190a3a7352579ea5ee7 completed March 14, 2026, 9:34 p.m.
NED2 Entity disambiguation (via description) batch_69b5d51068dc819099ac28361188dcc4 completed March 14, 2026, 9:37 p.m.
Created at: March 12, 2026, 11:13 p.m.