Triple

T2262206
Position Surface form Disambiguated ID Type / Status
Subject University of the Highlands and Islands E50063 entity
Predicate hasPrincipal P161 FINISHED
Object Todd Walker
Todd Walker is an academic leader who serves as the principal of the University of the Highlands and Islands in Scotland.
 E251312 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: [University of the Highlands and Islands, hasPrincipal, Todd Walker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Todd Walker
Context triple: [University of the Highlands and Islands, hasPrincipal, Todd Walker]
  • A. Joe Walker
    Joe Walker was a pioneering American test pilot and astronaut known for setting altitude and speed records in experimental aircraft, including flights that reached the edge of space.
  • B. Joe Walker
    Joe Walker is a British film editor acclaimed for his work on major films such as "Sicario," "Arrival," and "Dune."
  • C. Jeff Cunningham
    Jeff Cunningham is a former professional soccer forward best known as one of Major League Soccer’s most prolific goal scorers.
  • D. Brian Walker
    Brian Walker is an Australian ecologist and resilience scientist renowned for his pioneering work on social-ecological systems and sustainability.
  • E. Phil Burke
    Phil Burke is a Canadian actor best known for his role as Mickey McGinnes on the television drama series "Hell on Wheels."
  • 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: [University of the Highlands and Islands, hasPrincipal, Todd Walker]
Generated description
Todd Walker is an academic leader who serves as the principal of the University of the Highlands and Islands in Scotland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Todd Walker
Target entity description: Todd Walker is an academic leader who serves as the principal of the University of the Highlands and Islands in Scotland.
  • A. Joe Walker
    Joe Walker was a pioneering American test pilot and astronaut known for setting altitude and speed records in experimental aircraft, including flights that reached the edge of space.
  • B. Joe Walker
    Joe Walker is a British film editor acclaimed for his work on major films such as "Sicario," "Arrival," and "Dune."
  • C. Jeff Cunningham
    Jeff Cunningham is a former professional soccer forward best known as one of Major League Soccer’s most prolific goal scorers.
  • D. Brian Walker
    Brian Walker is an Australian ecologist and resilience scientist renowned for his pioneering work on social-ecological systems and sustainability.
  • E. Phil Burke
    Phil Burke is a Canadian actor best known for his role as Mickey McGinnes on the television drama series "Hell on Wheels."
  • 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_69a88b01e0048190ba96431b5f990ba9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc18be8308190abc4a59d37dfd93a completed March 7, 2026, 6:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae71cdacb48190bc11e9e0e6b61ba0 completed March 9, 2026, 7:07 a.m.
NEDg Description generation batch_69ae727388f48190bbb516e1cc907689 completed March 9, 2026, 7:10 a.m.
NED2 Entity disambiguation (via description) batch_69ae733c44008190ac1429da66cf77aa completed March 9, 2026, 7:14 a.m.
Created at: March 4, 2026, 7:48 p.m.