Triple

T13421580
Position Surface form Disambiguated ID Type / Status
Subject Eigenfactor Score E313370 entity
Predicate developedBy P73 FINISHED
Object Carl T. Bergstrom
Carl T. Bergstrom is an American biologist and professor at the University of Washington known for his work on scientific communication, network theory, and the development of metrics for evaluating scholarly impact.
E1038985 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: Carl T. Bergstrom | Statement: [Eigenfactor Score, developedBy, Carl T. Bergstrom]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Carl T. Bergstrom
Context triple: [Eigenfactor Score, developedBy, Carl T. Bergstrom]
  • A. George Bergstrom
    George Bergstrom was an American architect best known for designing the Pentagon, the headquarters of the United States Department of Defense.
  • B. Matthew O. Jackson
    Matthew O. Jackson is an American economist renowned for his pioneering work on network theory and its applications to economics and game theory.
  • C. Bruce H. Mann
    Bruce H. Mann is an American legal historian and Harvard Law School professor known for his scholarship on early American legal and economic history and for being married to U.S. Senator Elizabeth Warren.
  • D. Michael T. Sauer
    Michael T. Sauer was an American judge best known for presiding over high-profile criminal cases in Los Angeles County.
  • E. Michael Wibberly
    Michael Wibberly is a fictional character appearing in John Stephens' fantasy novel "The Fire Chronicle," part of the Books of Beginning series.
  • 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: Carl T. Bergstrom
Triple: [Eigenfactor Score, developedBy, Carl T. Bergstrom]
Generated description
Carl T. Bergstrom is an American biologist and professor at the University of Washington known for his work on scientific communication, network theory, and the development of metrics for evaluating scholarly impact.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Carl T. Bergstrom
Target entity description: Carl T. Bergstrom is an American biologist and professor at the University of Washington known for his work on scientific communication, network theory, and the development of metrics for evaluating scholarly impact.
  • A. George Bergstrom
    George Bergstrom was an American architect best known for designing the Pentagon, the headquarters of the United States Department of Defense.
  • B. Matthew O. Jackson
    Matthew O. Jackson is an American economist renowned for his pioneering work on network theory and its applications to economics and game theory.
  • C. Bruce H. Mann
    Bruce H. Mann is an American legal historian and Harvard Law School professor known for his scholarship on early American legal and economic history and for being married to U.S. Senator Elizabeth Warren.
  • D. Michael T. Sauer
    Michael T. Sauer was an American judge best known for presiding over high-profile criminal cases in Los Angeles County.
  • E. Michael Wibberly
    Michael Wibberly is a fictional character appearing in John Stephens' fantasy novel "The Fire Chronicle," part of the Books of Beginning series.
  • 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_69d806ad0c44819088833ae1ec9e9690 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaeb98e808190948013e8f24779c6 completed April 12, 2026, 2:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7308493e481909da52f8bbcc0bd6b completed May 3, 2026, 11:24 a.m.
NEDg Description generation batch_69f73195e4d88190ad356d0e3e18d34f completed May 3, 2026, 11:29 a.m.
NED2 Entity disambiguation (via description) batch_69f73220ffc08190bfb1b89757efd606 completed May 3, 2026, 11:31 a.m.
Created at: April 9, 2026, 9:39 p.m.