Triple

T14341855
Position Surface form Disambiguated ID Type / Status
Subject Benjamin C. Pierce E355622 entity
Predicate notableStudent P4838 FINISHED
Object Stephanie Weirich
Stephanie Weirich is an American computer scientist known for her influential research in programming languages and type systems, particularly in the Haskell community.
E1093139 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: Stephanie Weirich | Statement: [Benjamin C. Pierce, notableStudent, Stephanie Weirich]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Stephanie Weirich
Context triple: [Benjamin C. Pierce, notableStudent, Stephanie Weirich]
  • A. Amanda Askell
    Amanda Askell is an AI researcher and ethicist known for her work on AI alignment and safety, including contributions at OpenAI.
  • B. Nicole Rocklin
    Nicole Rocklin is an American film producer best known for co-producing the Academy Award–winning investigative drama "Spotlight."
  • C. Skylar Tibbits
    Skylar Tibbits is an architect, designer, and computer scientist known for pioneering 4D printing and programmable materials through his leadership of MIT’s Self-Assembly Lab.
  • D. Colin Tierney
    Colin Tierney is a British actor known for his work in theatre, television, and film, and for being married to actress Indira Varma.
  • E. Nathan D. Baxter
    Nathan D. Baxter is an American Episcopal clergyman and former dean of Washington National Cathedral who later served as the Bishop of the Episcopal Diocese of Central Pennsylvania.
  • 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: Stephanie Weirich
Triple: [Benjamin C. Pierce, notableStudent, Stephanie Weirich]
Generated description
Stephanie Weirich is an American computer scientist known for her influential research in programming languages and type systems, particularly in the Haskell community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Stephanie Weirich
Target entity description: Stephanie Weirich is an American computer scientist known for her influential research in programming languages and type systems, particularly in the Haskell community.
  • A. Amanda Askell
    Amanda Askell is an AI researcher and ethicist known for her work on AI alignment and safety, including contributions at OpenAI.
  • B. Nicole Rocklin
    Nicole Rocklin is an American film producer best known for co-producing the Academy Award–winning investigative drama "Spotlight."
  • C. Skylar Tibbits
    Skylar Tibbits is an architect, designer, and computer scientist known for pioneering 4D printing and programmable materials through his leadership of MIT’s Self-Assembly Lab.
  • D. Colin Tierney
    Colin Tierney is a British actor known for his work in theatre, television, and film, and for being married to actress Indira Varma.
  • E. Nathan D. Baxter
    Nathan D. Baxter is an American Episcopal clergyman and former dean of Washington National Cathedral who later served as the Bishop of the Episcopal Diocese of Central Pennsylvania.
  • 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_69d8278fa2108190bc0d0e7939c1eb03 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de8e87febc8190a63c668cbd0fd713 completed April 14, 2026, 6:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd469bc538819099ed5b7061cf140d completed May 8, 2026, 2:12 a.m.
NEDg Description generation batch_69fd477d0dd4819084116b385077324c completed May 8, 2026, 2:16 a.m.
NED2 Entity disambiguation (via description) batch_69fd4828f44c81908903d1391c83cc60 completed May 8, 2026, 2:19 a.m.
Created at: April 10, 2026, 1:14 a.m.