Triple

T2054032
Position Surface form Disambiguated ID Type / Status
Subject Sally Ride Science E45632 entity
Predicate foundedBy P104 FINISHED
Object Karen Flammer
Karen Flammer is a physicist and educator best known as a co-founder of Sally Ride Science, an organization dedicated to promoting STEM education, especially for girls.
E311015 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: Karen Flammer | Statement: [Sally Ride Science, foundedBy, Karen Flammer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Karen Flammer
Context triple: [Sally Ride Science, foundedBy, Karen Flammer]
  • A. Jen Flanz
    Jen Flanz is a television producer best known for her leadership role on the satirical news program "The Daily Show."
  • B. Karen Rosenfelt
    Karen Rosenfelt is an American film producer known for her work on major studio franchises and popular young adult adaptations, including entries in the Twilight series.
  • C. Fern Kraemer
    Fern Kraemer was a party to the landmark U.S. Supreme Court case Shelley v. Kraemer, which held that courts could not enforce racially restrictive housing covenants.
  • D. Stefanie Ehrlich
    Stefanie Ehrlich is known as a child of the prominent American biologist and author Paul Ehrlich.
  • E. Julie Naschauer
    Julie Naschauer was the wife of Theodor Herzl, the Austro-Hungarian journalist and founder of modern political Zionism.
  • 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: Karen Flammer
Triple: [Sally Ride Science, foundedBy, Karen Flammer]
Generated description
Karen Flammer is a physicist and educator best known as a co-founder of Sally Ride Science, an organization dedicated to promoting STEM education, especially for girls.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Karen Flammer
Target entity description: Karen Flammer is a physicist and educator best known as a co-founder of Sally Ride Science, an organization dedicated to promoting STEM education, especially for girls.
  • A. Jen Flanz
    Jen Flanz is a television producer best known for her leadership role on the satirical news program "The Daily Show."
  • B. Karen Rosenfelt
    Karen Rosenfelt is an American film producer known for her work on major studio franchises and popular young adult adaptations, including entries in the Twilight series.
  • C. Fern Kraemer
    Fern Kraemer was a party to the landmark U.S. Supreme Court case Shelley v. Kraemer, which held that courts could not enforce racially restrictive housing covenants.
  • D. Stefanie Ehrlich
    Stefanie Ehrlich is known as a child of the prominent American biologist and author Paul Ehrlich.
  • E. Julie Naschauer
    Julie Naschauer was the wife of Theodor Herzl, the Austro-Hungarian journalist and founder of modern political Zionism.
  • 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_69a8891a19508190a12ef1e192308dcb completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb9a8518081909ba95a8ef9321f12 completed March 7, 2026, 5:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69b08609a50c81908b258bc34996ede1 completed March 10, 2026, 8:58 p.m.
NEDg Description generation batch_69b0d066b9388190ab7ae362ec8ac9f3 completed March 11, 2026, 2:16 a.m.
NED2 Entity disambiguation (via description) batch_69b0d0ca37d88190a1c0605f7df688d0 completed March 11, 2026, 2:17 a.m.
Created at: March 4, 2026, 7:39 p.m.