Triple

T12699404
Position Surface form Disambiguated ID Type / Status
Subject Ryan Dempster E303417 entity
Predicate familyName P18 FINISHED
Object Dempster
Dempster is a surname most notably associated with Canadian former Major League Baseball pitcher Ryan Dempster.
 E998328 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: Dempster | Statement: [Ryan Dempster, familyName, Dempster]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dempster
Context triple: [Ryan Dempster, familyName, Dempster]
  • A. Mathieson
    Mathieson is a surname of Scottish origin, typically regarded as a variant of Matheson and derived from a patronymic meaning “son of Matthew.”
  • B. Laird
    Laird is a given name of Scottish origin traditionally used as a masculine middle or first name, associated with landownership and nobility.
  • C. Yates
    Yates is a surname of English origin borne by various notable individuals across literature, politics, sports, and other fields.
  • D. Fisher
    Fisher is a common English surname borne by numerous notable individuals across fields such as economics, politics, entertainment, and sports.
  • E. Humphreys
    Humphreys is a small unincorporated community located within Lea County in southeastern New Mexico.
  • 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: Dempster
Triple: [Ryan Dempster, familyName, Dempster]
Generated description
Dempster is a surname most notably associated with Canadian former Major League Baseball pitcher Ryan Dempster.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dempster
Target entity description: Dempster is a surname most notably associated with Canadian former Major League Baseball pitcher Ryan Dempster.
  • A. Mathieson
    Mathieson is a surname of Scottish origin, typically regarded as a variant of Matheson and derived from a patronymic meaning “son of Matthew.”
  • B. Laird
    Laird is a given name of Scottish origin traditionally used as a masculine middle or first name, associated with landownership and nobility.
  • C. Yates
    Yates is a surname of English origin borne by various notable individuals across literature, politics, sports, and other fields.
  • D. Fisher
    Fisher is a common English surname borne by numerous notable individuals across fields such as economics, politics, entertainment, and sports.
  • E. Humphreys
    Humphreys is a small unincorporated community located within Lea County in southeastern New Mexico.
  • 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_69d7bdef90d48190b46b88270e780946 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d961ef65ac8190aedf9ade3a68e24e completed April 10, 2026, 8:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69f671b27790819085f0f03af33f8f21 completed May 2, 2026, 9:50 p.m.
NEDg Description generation batch_69f6740129688190b286ce7acb4848c7 completed May 2, 2026, 10 p.m.
NED2 Entity disambiguation (via description) batch_69f675249d248190933421df49d3a2ab completed May 2, 2026, 10:05 p.m.
Created at: April 9, 2026, 5:22 p.m.