Triple

T4453838
Position Surface form Disambiguated ID Type / Status
Subject Come Together E97674 entity
Predicate mixEngineer P30367 FINISHED
Object Geoff Emerick
Geoff Emerick was a renowned British audio engineer best known for his innovative studio work with The Beatles on landmark albums such as "Revolver," "Sgt. Pepper's Lonely Hearts Club Band," and "Abbey Road."
 E439853 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: Geoff Emerick | Statement: [Come Together, mixEngineer, Geoff Emerick]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Geoff Emerick
Context triple: [Come Together, mixEngineer, Geoff Emerick]
  • A. George Martin
    George Martin was a British record producer, arranger, and composer best known as the “Fifth Beatle” for his pivotal role in shaping the sound and success of The Beatles.
  • B. George Martin
    George Martin was the husband of Susannah Martin, one of the women executed during the Salem witch trials in 1692.
  • C. Trevor Horn
    Trevor Horn is a renowned English record producer, musician, and songwriter known for his influential work in shaping the sound of 1980s pop and new wave music.
  • D. Storm Thorgerson
    Storm Thorgerson was a renowned British graphic designer best known for creating many iconic rock album covers, particularly for bands like Pink Floyd.
  • E. Bob Johnston
    Bob Johnston was an American record producer best known for his work with Bob Dylan, Johnny Cash, and other major artists in the 1960s and 1970s.
  • 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: Geoff Emerick
Triple: [Come Together, mixEngineer, Geoff Emerick]
Generated description
Geoff Emerick was a renowned British audio engineer best known for his innovative studio work with The Beatles on landmark albums such as "Revolver," "Sgt. Pepper's Lonely Hearts Club Band," and "Abbey Road."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Geoff Emerick
Target entity description: Geoff Emerick was a renowned British audio engineer best known for his innovative studio work with The Beatles on landmark albums such as "Revolver," "Sgt. Pepper's Lonely Hearts Club Band," and "Abbey Road."
  • A. George Martin
    George Martin was a British record producer, arranger, and composer best known as the “Fifth Beatle” for his pivotal role in shaping the sound and success of The Beatles.
  • B. George Martin
    George Martin was the husband of Susannah Martin, one of the women executed during the Salem witch trials in 1692.
  • C. Trevor Horn
    Trevor Horn is a renowned English record producer, musician, and songwriter known for his influential work in shaping the sound of 1980s pop and new wave music.
  • D. Storm Thorgerson
    Storm Thorgerson was a renowned British graphic designer best known for creating many iconic rock album covers, particularly for bands like Pink Floyd.
  • E. Bob Johnston
    Bob Johnston was an American record producer best known for his work with Bob Dylan, Johnny Cash, and other major artists in the 1960s and 1970s.
  • 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_69b3454777808190b78aa9047ba1f018 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b355f669948190b14ef42e8dbca525 completed March 13, 2026, 12:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69b6138ea77881908381e9ea8ad2b7fe completed March 15, 2026, 2:03 a.m.
NEDg Description generation batch_69b61465bb4081908a638a908c31c489 completed March 15, 2026, 2:07 a.m.
NED2 Entity disambiguation (via description) batch_69b6156db4a081909054f7db172315e9 completed March 15, 2026, 2:11 a.m.
Created at: March 12, 2026, 11:33 p.m.