Triple

T2755317
Position Surface form Disambiguated ID Type / Status
Subject The Four Tops E61085 entity
Predicate notableSongwriterCollaborator P8554 FINISHED
Object Brian Holland
Brian Holland is an American songwriter and record producer best known as part of the legendary Motown songwriting team Holland–Dozier–Holland, who crafted numerous hits for acts like the Four Tops and the Supremes.
E295711 NE FINISHED

How this triple was built (5 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: Brian Holland | Statement: [The Four Tops, notableSongwriterCollaborator, Brian Holland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Brian Holland
Context triple: [The Four Tops, notableSongwriterCollaborator, Brian Holland]
  • A. Jeff Barry
    Jeff Barry is an American pop music songwriter and producer best known for his influential work in the 1960s Brill Building era, co-writing numerous hit songs such as "Be My Baby" and "Leader of the Pack."
  • B. Nellee Hooper
    Nellee Hooper is a British record producer and remixer known for his influential work with artists such as U2, Björk, Massive Attack, and Madonna.
  • C. Bill West
    Bill West was the husband of American country music singer Dottie West and was associated with her early career and personal life.
  • D. Don Mischer
    Don Mischer is an American television producer and director renowned for staging major live events and award shows, including multiple Academy Awards broadcasts.
  • E. Brian Lane
    Brian Lane is a name shared by several notable individuals, including a British World War II fighter ace and a fictional detective in the TV series "New Tricks."
  • 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: Brian Holland
Triple: [The Four Tops, notableSongwriterCollaborator, Brian Holland]
Generated description
Brian Holland is an American songwriter and record producer best known as part of the legendary Motown songwriting team Holland–Dozier–Holland, who crafted numerous hits for acts like the Four Tops and the Supremes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Brian Holland
Target entity description: Brian Holland is an American songwriter and record producer best known as part of the legendary Motown songwriting team Holland–Dozier–Holland, who crafted numerous hits for acts like the Four Tops and the Supremes.
  • A. Jeff Barry
    Jeff Barry is an American pop music songwriter and producer best known for his influential work in the 1960s Brill Building era, co-writing numerous hit songs such as "Be My Baby" and "Leader of the Pack."
  • B. Nellee Hooper
    Nellee Hooper is a British record producer and remixer known for his influential work with artists such as U2, Björk, Massive Attack, and Madonna.
  • C. Bill West
    Bill West was the husband of American country music singer Dottie West and was associated with her early career and personal life.
  • D. Don Mischer
    Don Mischer is an American television producer and director renowned for staging major live events and award shows, including multiple Academy Awards broadcasts.
  • E. Brian Lane
    Brian Lane is a name shared by several notable individuals, including a British World War II fighter ace and a fictional detective in the TV series "New Tricks."
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: notableSongwriterCollaborator
Context triple: [The Four Tops, notableSongwriterCollaborator, Brian Holland]
  • A. hasPrimarySongwriter
    Indicates that one entity serves as the main or principal songwriter responsible for creating the songs associated with another entity.
  • B. notableCollaboration chosen
    Indicates a significant joint effort or partnership between entities that produced a noteworthy shared outcome or work.
  • C. notableSongWrittenFor
    Indicates that a particular song was specifically written for a given person, group, work, event, or purpose.
  • D. songWrittenBy
    Indicates that a particular song was created or composed by a specific person or group.
  • E. notableArtist
    Indicates that the subject is an artist who is widely recognized or distinguished for their work.
  • F. None of above.

Provenance (6 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_69ab4b7a85bc819094a349b84beb1f2c completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdb718f4c8190bfc34c6597163ebc completed March 7, 2026, 8:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69afbbdd509c8190ac62aa6d50dea3a6 completed March 10, 2026, 6:36 a.m.
NEDg Description generation batch_69afbce109f48190be1a31d9300dbee6 completed March 10, 2026, 6:40 a.m.
NED2 Entity disambiguation (via description) batch_69afbda490ac8190bb12598e26b91677 completed March 10, 2026, 6:43 a.m.
PD Predicate disambiguation batch_69abd82d005c81908a1ac7a1313c6d88 completed March 7, 2026, 7:47 a.m.
Created at: March 6, 2026, 9:56 p.m.