Triple

T6385739
Position Surface form Disambiguated ID Type / Status
Subject I've Been Thinking About You E143695 entity
Predicate writer P1360 FINISHED
Object Jimmy Helms
Jimmy Helms is an American soul singer and songwriter best known for his work with the group Londonbeat and for co-writing their international hit "I've Been Thinking About You."
E591439 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: Jimmy Helms | Statement: [I've Been Thinking About You, writer, Jimmy Helms]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jimmy Helms
Context triple: [I've Been Thinking About You, writer, Jimmy Helms]
  • A. Lonnie Shelton
    Lonnie Shelton was an American professional basketball player best known as a rugged, defensive-minded forward and key contributor to the Seattle SuperSonics’ late-1970s success.
  • B. Warren Cowgill
    Warren Cowgill was an influential American historical linguist known for his work on Indo-European linguistics and his advocacy of the Italo-Celtic hypothesis.
  • C. Dale Eunson
    Dale Eunson was an American writer and magazine editor best known for his short stories and screenwriting work in mid-20th-century Hollywood.
  • D. Mickey Loomis
    Mickey Loomis is an American football executive best known for leading the New Orleans Saints’ front office during their rise to Super Bowl contention and long-term success in the NFL.
  • E. Jerry Crutchfield
    Jerry Crutchfield was an American country music songwriter and producer known for his work with major artists and numerous hit songs across several decades.
  • 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: Jimmy Helms
Triple: [I've Been Thinking About You, writer, Jimmy Helms]
Generated description
Jimmy Helms is an American soul singer and songwriter best known for his work with the group Londonbeat and for co-writing their international hit "I've Been Thinking About You."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jimmy Helms
Target entity description: Jimmy Helms is an American soul singer and songwriter best known for his work with the group Londonbeat and for co-writing their international hit "I've Been Thinking About You."
  • A. Lonnie Shelton
    Lonnie Shelton was an American professional basketball player best known as a rugged, defensive-minded forward and key contributor to the Seattle SuperSonics’ late-1970s success.
  • B. Warren Cowgill
    Warren Cowgill was an influential American historical linguist known for his work on Indo-European linguistics and his advocacy of the Italo-Celtic hypothesis.
  • C. Dale Eunson
    Dale Eunson was an American writer and magazine editor best known for his short stories and screenwriting work in mid-20th-century Hollywood.
  • D. Mickey Loomis
    Mickey Loomis is an American football executive best known for leading the New Orleans Saints’ front office during their rise to Super Bowl contention and long-term success in the NFL.
  • E. Jerry Crutchfield
    Jerry Crutchfield was an American country music songwriter and producer known for his work with major artists and numerous hit songs across several decades.
  • 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_69c008dac1ec81909cef8157ccd69962 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c068688bfc8190a28918d58d0cfd2e completed March 22, 2026, 10:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6387dc8888190ba63efcc9aff41b2 completed March 27, 2026, 7:57 a.m.
NEDg Description generation batch_69c63b0165ac8190bb6001504d4abfcc completed March 27, 2026, 8:08 a.m.
NED2 Entity disambiguation (via description) batch_69c63b6373e88190b676ee85be8c06fb completed March 27, 2026, 8:10 a.m.
Created at: March 22, 2026, 4:34 p.m.