Triple

T6385741
Position Surface form Disambiguated ID Type / Status
Subject I've Been Thinking About You E143695 entity
Predicate writer P1360 FINISHED
Object Jimmy Chambers
Jimmy Chambers is a British singer and songwriter best known as a member of the band Londonbeat, contributing to their international hit "I've Been Thinking About You."
E591441 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 Chambers | Statement: [I've Been Thinking About You, writer, Jimmy Chambers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Jimmy Chambers
Context triple: [I've Been Thinking About You, writer, Jimmy Chambers]
  • A. Jack Chambers
    Jack Chambers is a central character in the psychological thriller film "Don't Worry Darling," portrayed as a seemingly devoted husband whose true motives and involvement in a disturbing, controlled reality are gradually revealed.
  • B. Craig Chambers
    Craig Chambers is a computer scientist known for his work on object-oriented language design and implementation, particularly the Cecil and Diesel languages.
  • C. Sam Catchem
    Sam Catchem is a tough, streetwise police detective and longtime partner of Dick Tracy in the classic American comic strip.
  • D. Chris Chambers
    Chris Chambers is a sensitive, troubled yet loyal boy from a rough family background in Stephen King’s coming-of-age story "The Body" and its film adaptation "Stand by Me."
  • E. Brandon Hammond
    Brandon Hammond is an American former child actor best known for his roles in 1990s films like "Space Jam," "Soul Food," and "Waiting to Exhale."
  • 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 Chambers
Triple: [I've Been Thinking About You, writer, Jimmy Chambers]
Generated description
Jimmy Chambers is a British singer and songwriter best known as a member of the band Londonbeat, contributing to their international hit "I've Been Thinking About You."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Jimmy Chambers
Target entity description: Jimmy Chambers is a British singer and songwriter best known as a member of the band Londonbeat, contributing to their international hit "I've Been Thinking About You."
  • A. Jack Chambers
    Jack Chambers is a central character in the psychological thriller film "Don't Worry Darling," portrayed as a seemingly devoted husband whose true motives and involvement in a disturbing, controlled reality are gradually revealed.
  • B. Craig Chambers
    Craig Chambers is a computer scientist known for his work on object-oriented language design and implementation, particularly the Cecil and Diesel languages.
  • C. Sam Catchem
    Sam Catchem is a tough, streetwise police detective and longtime partner of Dick Tracy in the classic American comic strip.
  • D. Chris Chambers
    Chris Chambers is a sensitive, troubled yet loyal boy from a rough family background in Stephen King’s coming-of-age story "The Body" and its film adaptation "Stand by Me."
  • E. Brandon Hammond
    Brandon Hammond is an American former child actor best known for his roles in 1990s films like "Space Jam," "Soul Food," and "Waiting to Exhale."
  • 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.