Triple

T6589285
Position Surface form Disambiguated ID Type / Status
Subject Joe E159307 entity
Predicate birthName P65 FINISHED
Object Joseph Lewis Thomas
Joseph Lewis Thomas, better known as Joe, is an American R&B singer, songwriter, and record producer recognized for hits like "I Wanna Know" and "All the Things (Your Man Won't Do)."
 E603373 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: Joseph Lewis Thomas | Statement: [Joe, birthName, Joseph Lewis Thomas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Joseph Lewis Thomas
Context triple: [Joe, birthName, Joseph Lewis Thomas]
  • A. John Thomas
    John Thomas is an American cinematographer best known for his work on the Sex and the City television series and its film adaptations.
  • B. John Thomas
    John Thomas is an author known for writing about the Predator franchise.
  • C. Thomas Leroy
    Thomas Leroy is the demanding and manipulative ballet director in the psychological thriller film "Black Swan."
  • D. Thomas Louis
    Thomas Louis was a British Royal Navy officer and admiral who served with distinction during the late 18th and early 19th centuries, including in the French Revolutionary and Napoleonic Wars.
  • E. Thomas Lewis
    Thomas Lewis was the husband of cosmetics entrepreneur Elizabeth Arden, a pioneering figure in the early 20th-century beauty industry.
  • 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: Joseph Lewis Thomas
Triple: [Joe, birthName, Joseph Lewis Thomas]
Generated description
Joseph Lewis Thomas, better known as Joe, is an American R&B singer, songwriter, and record producer recognized for hits like "I Wanna Know" and "All the Things (Your Man Won't Do)."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Joseph Lewis Thomas
Target entity description: Joseph Lewis Thomas, better known as Joe, is an American R&B singer, songwriter, and record producer recognized for hits like "I Wanna Know" and "All the Things (Your Man Won't Do)."
  • A. John Thomas
    John Thomas is an American cinematographer best known for his work on the Sex and the City television series and its film adaptations.
  • B. John Thomas
    John Thomas is an author known for writing about the Predator franchise.
  • C. Thomas Leroy
    Thomas Leroy is the demanding and manipulative ballet director in the psychological thriller film "Black Swan."
  • D. Thomas Louis
    Thomas Louis was a British Royal Navy officer and admiral who served with distinction during the late 18th and early 19th centuries, including in the French Revolutionary and Napoleonic Wars.
  • E. Thomas Lewis
    Thomas Lewis was the husband of cosmetics entrepreneur Elizabeth Arden, a pioneering figure in the early 20th-century beauty industry.
  • 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_69c688366ce8819083f8883983c0df92 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6aeb201e88190808cf5779349f96c completed March 27, 2026, 4:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6d5794f388190a04f4f9c9e628f22 completed March 27, 2026, 7:07 p.m.
NEDg Description generation batch_69c6d677a74881908e174a6f6c7a5497 completed March 27, 2026, 7:11 p.m.
NED2 Entity disambiguation (via description) batch_69c6d8486534819080b75cad9cc32276 completed March 27, 2026, 7:19 p.m.
Created at: March 27, 2026, 1:55 p.m.