Triple

T1005098
Position Surface form Disambiguated ID Type / Status
Subject John Roger Stephens E21690 entity
Predicate familyName P18 FINISHED
Object Stephens
Stephens is a common English-language surname borne by numerous notable individuals across fields such as politics, sports, arts, and academia.
E117939 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: Stephens | Statement: [John Roger Stephens, familyName, Stephens]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stephens
Context triple: [John Roger Stephens, familyName, Stephens]
  • A. Miles Theodore Stephens
    Miles Theodore Stephens is the son of model and television personality Chrissy Teigen and singer-songwriter John Legend.
  • B. John Roger Stephens
    John Roger Stephens, better known as John Legend, is an American singer, songwriter, pianist, and actor renowned for his soulful R&B music and multiple Grammy Awards.
  • C. Stotts
    Stotts is the surname of Terry Stotts, an American professional basketball coach known for his tenure as head coach of the Portland Trail Blazers in the NBA.
  • D. Jonathan Stokes
    Jonathan Stokes was an 18th-century English physician and botanist associated with the influential Lunar Society of Birmingham.
  • E. Stephen
    Stephen is a prominent early Christian figure known as the first Christian martyr, whose story is recounted in the New Testament book of Acts.
  • 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: Stephens
Triple: [John Roger Stephens, familyName, Stephens]
Generated description
Stephens is a common English-language surname borne by numerous notable individuals across fields such as politics, sports, arts, and academia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stephens
Target entity description: Stephens is a common English-language surname borne by numerous notable individuals across fields such as politics, sports, arts, and academia.
  • A. Miles Theodore Stephens
    Miles Theodore Stephens is the son of model and television personality Chrissy Teigen and singer-songwriter John Legend.
  • B. John Roger Stephens
    John Roger Stephens, better known as John Legend, is an American singer, songwriter, pianist, and actor renowned for his soulful R&B music and multiple Grammy Awards.
  • C. Stotts
    Stotts is the surname of Terry Stotts, an American professional basketball coach known for his tenure as head coach of the Portland Trail Blazers in the NBA.
  • D. Jonathan Stokes
    Jonathan Stokes was an 18th-century English physician and botanist associated with the influential Lunar Society of Birmingham.
  • E. Stephen
    Stephen is the first name of Grover Cleveland, the 22nd and 24th president of the United States.
  • 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_69a493c53e648190ae8cb76c433fd9a7 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b51303548190a5ee3c0797fc3245 completed March 1, 2026, 9:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac2a1ecddc8190b954d16c6e269498 completed March 7, 2026, 1:37 p.m.
NEDg Description generation batch_69ac2a8dd818819088e6140e9a12594b completed March 7, 2026, 1:39 p.m.
NED2 Entity disambiguation (via description) batch_69ac2af2efd88190b1da673aa3ead5fd completed March 7, 2026, 1:41 p.m.
Created at: March 1, 2026, 7:41 p.m.