Triple

T20699507
Position Surface form Disambiguated ID Type / Status
Subject Giving You the Best That I Got E508740 entity
Predicate writer P1360 FINISHED
Object Randy Holland
Randy Holland is a songwriter best known for co-writing Anita Baker’s hit R&B ballad “Giving You the Best That I Got.”
E1446110 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 Holland | Statement: [Giving You the Best That I Got, writer, Randy Holland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Randy Holland
Context triple: [Giving You the Best That I Got, writer, Randy Holland]
  • A. Randy Turpin
    Randy Turpin was a British middleweight boxing champion best known for his stunning 1951 upset victory over Sugar Ray Robinson.
  • B. Randy Hahn
    Randy Hahn is a veteran American sportscaster best known as the longtime television play-by-play announcer for the NHL’s San Jose Sharks.
  • C. Randy Stradley
    Randy Stradley is an American comic book writer and editor best known for his long association with Dark Horse Comics, particularly on licensed titles like Star Wars.
  • D. Randy Graff
    Randy Graff is a Tony Award–winning American stage and screen actress best known for her work in Broadway musicals and plays.
  • E. Randy Miller
    Randy Miller is a film composer best known for scoring movies such as the long-distance running drama "Without Limits."
  • 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 Holland
Triple: [Giving You the Best That I Got, writer, Randy Holland]
Generated description
Randy Holland is a songwriter best known for co-writing Anita Baker’s hit R&B ballad “Giving You the Best That I Got.”
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Randy Holland
Target entity description: Randy Holland is a songwriter best known for co-writing Anita Baker’s hit R&B ballad “Giving You the Best That I Got.”
  • A. Randy Turpin
    Randy Turpin was a British middleweight boxing champion best known for his stunning 1951 upset victory over Sugar Ray Robinson.
  • B. Randy Hahn
    Randy Hahn is a veteran American sportscaster best known as the longtime television play-by-play announcer for the NHL’s San Jose Sharks.
  • C. Randy Stradley
    Randy Stradley is an American comic book writer and editor best known for his long association with Dark Horse Comics, particularly on licensed titles like Star Wars.
  • D. Randy Graff
    Randy Graff is a Tony Award–winning American stage and screen actress best known for her work in Broadway musicals and plays.
  • E. Randy Miller
    Randy Miller is a film composer best known for scoring movies such as the long-distance running drama "Without Limits."
  • 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_69e0b4c2b2a481909e31e9cb8f81ab55 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6c18a77308190b7c2517d82a145cd completed April 21, 2026, 12:15 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08d7eb1d4081908ff9c44ee5f0e20b completed May 16, 2026, 8:47 p.m.
NEDg Description generation batch_6a08db94ca14819092fd6d767fefc342 completed May 16, 2026, 9:03 p.m.
NED2 Entity disambiguation (via description) batch_6a08dc141c648190bf98aa04adae4170 completed May 16, 2026, 9:05 p.m.
Created at: April 16, 2026, 12:11 p.m.