Triple

T8179702
Position Surface form Disambiguated ID Type / Status
Subject Consett E191026 entity
Predicate birthplaceOf P1 FINISHED
Object Mark Williams (footballer, born 1970)
Mark Williams (born 1970) is an English former professional footballer best known as a defender who played in the Football League during the 1990s.
 E716547 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: Mark Williams (footballer, born 1970) | Statement: [Consett, birthplaceOf, Mark Williams (footballer, born 1970)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mark Williams (footballer, born 1970)
Context triple: [Consett, birthplaceOf, Mark Williams (footballer, born 1970)]
  • A. Steven Williams
    Steven Williams is an American actor best known for his roles in television series such as 21 Jump Street, The X-Files, and Supernatural.
  • B. Nigel Williams
    Nigel Williams is a British novelist, playwright, and screenwriter known for his work in television dramas and literary fiction.
  • C. Patrick Williams
    Patrick Williams was an American composer, arranger, and conductor renowned for his work in film, television, and jazz.
  • D. Patrick Williams
    Patrick Williams is an American professional basketball player and former Florida State standout known for his versatile forward play and defensive potential in the NBA.
  • E. Mark Williams
    Mark Williams is a Christian songwriter known for co-writing the contemporary worship song "Lord I Need You."
  • 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: Mark Williams (footballer, born 1970)
Triple: [Consett, birthplaceOf, Mark Williams (footballer, born 1970)]
Generated description
Mark Williams (born 1970) is an English former professional footballer best known as a defender who played in the Football League during the 1990s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mark Williams (footballer, born 1970)
Target entity description: Mark Williams (born 1970) is an English former professional footballer best known as a defender who played in the Football League during the 1990s.
  • A. Steven Williams
    Steven Williams is an American actor best known for his roles in television series such as 21 Jump Street, The X-Files, and Supernatural.
  • B. Nigel Williams
    Nigel Williams is a British novelist, playwright, and screenwriter known for his work in television dramas and literary fiction.
  • C. Patrick Williams
    Patrick Williams was an American composer, arranger, and conductor renowned for his work in film, television, and jazz.
  • D. Patrick Williams
    Patrick Williams is an American professional basketball player and former Florida State standout known for his versatile forward play and defensive potential in the NBA.
  • E. Mark Williams
    Mark Williams is a Christian songwriter known for co-writing the contemporary worship song "Lord I Need You."
  • 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_69ca82c4538081909404325aa5639483 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb4abd9768819091298e4dd995ac96 completed March 31, 2026, 4:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69ccbf86f8848190a196f7c8d3ad2b36 completed April 1, 2026, 6:47 a.m.
NEDg Description generation batch_69ccc315132c8190bb0ad49232ccc3b8 completed April 1, 2026, 7:02 a.m.
NED2 Entity disambiguation (via description) batch_69ccd85aa2888190bd167148b21a3f93 completed April 1, 2026, 8:33 a.m.
Created at: March 30, 2026, 5:40 p.m.