Triple

T15496170
Position Surface form Disambiguated ID Type / Status
Subject LSU Tigers baseball E378822 entity
Predicate notableAlumni P51 FINISHED
Object Todd Walker
Todd Walker is a former American professional baseball second baseman best known for his standout college career at LSU and his years in Major League Baseball with teams such as the Minnesota Twins and Boston Red Sox.
E1160423 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: Todd Walker | Statement: [LSU Tigers baseball, notableAlumni, Todd Walker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Todd Walker
Context triple: [LSU Tigers baseball, notableAlumni, Todd Walker]
  • A. Todd Walker
    Todd Walker is an academic leader who serves as the principal of the University of the Highlands and Islands in Scotland.
  • B. Jim Walker
    Jim Walker is a voice actor best known for portraying Fox McCloud in the Star Fox video game series.
  • C. Matt Walker
    Matt Walker is the son of former Wisconsin governor and Republican politician Scott Walker.
  • D. Greg Walker
    Greg Walker is a television producer best known for his work as an executive producer and showrunner on various TV series.
  • E. Greg Walker
    Greg Walker is an American singer best known for his work as a vocalist with the pop-soul group The 5th Dimension.
  • 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: Todd Walker
Triple: [LSU Tigers baseball, notableAlumni, Todd Walker]
Generated description
Todd Walker is a former American professional baseball second baseman best known for his standout college career at LSU and his years in Major League Baseball with teams such as the Minnesota Twins and Boston Red Sox.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Todd Walker
Target entity description: Todd Walker is a former American professional baseball second baseman best known for his standout college career at LSU and his years in Major League Baseball with teams such as the Minnesota Twins and Boston Red Sox.
  • A. Todd Walker
    Todd Walker is an academic leader who serves as the principal of the University of the Highlands and Islands in Scotland.
  • B. Jim Walker
    Jim Walker is a voice actor best known for portraying Fox McCloud in the Star Fox video game series.
  • C. Matt Walker
    Matt Walker is the son of former Wisconsin governor and Republican politician Scott Walker.
  • D. Greg Walker
    Greg Walker is a television producer best known for his work as an executive producer and showrunner on various TV series.
  • E. Greg Walker
    Greg Walker is an American singer best known for his work as a vocalist with the pop-soul group The 5th Dimension.
  • 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_69d85cd53a7c819080f5b9042c4c199e completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e03faecd60819091eeaa56c9c8f67d completed April 16, 2026, 1:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff3665769c8190be1af51a82a5e75f completed May 9, 2026, 1:28 p.m.
NEDg Description generation batch_69ff37ac082c81908e057c2d61a79cf0 completed May 9, 2026, 1:33 p.m.
NED2 Entity disambiguation (via description) batch_69ff384962f88190964fc040a2a44aa8 completed May 9, 2026, 1:36 p.m.
Created at: April 10, 2026, 3:52 a.m.