Triple

T14628811
Position Surface form Disambiguated ID Type / Status
Subject Paul Michael Slayton E343424 entity
Predicate familyName P18 FINISHED
Object Slayton
Slayton is a surname most notably associated with individuals such as Paul Michael Slayton, better known as the American rapper Paul Wall.
 E1110993 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: Slayton | Statement: [Paul Michael Slayton, familyName, Slayton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Slayton
Context triple: [Paul Michael Slayton, familyName, Slayton]
  • A. Lufton
    Lufton is a fictional aristocratic family name most notably associated with the character Lord Lufton in Anthony Trollope’s Barsetshire novels.
  • B. Holderness
    Holderness is a low-lying coastal region in the East Riding of Yorkshire, England, known for its rapidly eroding North Sea coastline and agricultural landscape.
  • C. Tilghman
    Tilghman is a masculine given name of English origin that has been borne by various notable American figures, including politicians and military officers.
  • D. Risley
    Risley is an English-language surname of likely British origin borne by various individuals and families.
  • E. Risley
    Risley is a village in Derbyshire, England, known for its historic buildings and rural character near the town of Sandiacre.
  • 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: Slayton
Triple: [Paul Michael Slayton, familyName, Slayton]
Generated description
Slayton is a surname most notably associated with individuals such as Paul Michael Slayton, better known as the American rapper Paul Wall.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Slayton
Target entity description: Slayton is a surname most notably associated with individuals such as Paul Michael Slayton, better known as the American rapper Paul Wall.
  • A. Lufton
    Lufton is a fictional aristocratic family name most notably associated with the character Lord Lufton in Anthony Trollope’s Barsetshire novels.
  • B. Holderness
    Holderness is a low-lying coastal region in the East Riding of Yorkshire, England, known for its rapidly eroding North Sea coastline and agricultural landscape.
  • C. Tilghman
    Tilghman is a masculine given name of English origin that has been borne by various notable American figures, including politicians and military officers.
  • D. Risley
    Risley is a village in Derbyshire, England, known for its historic buildings and rural character near the town of Sandiacre.
  • E. Risley
    Risley is an English-language surname of likely British origin borne by various individuals and families.
  • 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_69d822dffc3c8190aa173b90761bffda completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb4a7c8fc81909d10c1f563d7d1e7 completed April 14, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69fda92c25ac8190ba931c009e7ace19 completed May 8, 2026, 9:13 a.m.
NEDg Description generation batch_69fdb7e5aa6481908d4933e3932c5d03 completed May 8, 2026, 10:16 a.m.
NED2 Entity disambiguation (via description) batch_69fdb841f3a88190867c635950a1492c completed May 8, 2026, 10:17 a.m.
Created at: April 10, 2026, 1:26 a.m.