Triple

T7112240
Position Surface form Disambiguated ID Type / Status
Subject Matthew Shepard E165732 entity
Predicate memorializedBy P500 FINISHED
Object Matthew Shepard Foundation
The Matthew Shepard Foundation is a nonprofit organization dedicated to advancing LGBTQ+ rights, combating hate crimes, and promoting acceptance and diversity through education, advocacy, and outreach.
E641694 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: Matthew Shepard Foundation | Statement: [Matthew Shepard, memorializedBy, Matthew Shepard Foundation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Matthew Shepard Foundation
Context triple: [Matthew Shepard, memorializedBy, Matthew Shepard Foundation]
  • A. Matthew Shepard
    Matthew Shepard was a young gay American college student whose brutal 1998 murder in Wyoming became a symbol of anti-LGBTQ+ violence and led to significant hate crime legislation in the United States.
  • B. Martin Richard Foundation
    The Martin Richard Foundation is a charitable organization dedicated to promoting peace, inclusion, and community service in memory of Martin Richard, the youngest victim of the 2013 Boston Marathon bombing.
  • C. Pat Tillman Foundation
    The Pat Tillman Foundation is a nonprofit organization that provides scholarships and leadership development for military veterans and their spouses, honoring the legacy of former NFL player and Army Ranger Pat Tillman.
  • D. Judd Foundation
    The Judd Foundation is an organization dedicated to preserving and promoting the art, writings, and permanently installed spaces of minimalist artist Donald Judd.
  • E. Sean Anderson Foundation
    The Sean Anderson Foundation is a charitable organization focused on education, youth development, and community support initiatives, established by rapper and philanthropist Big Sean.
  • 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: Matthew Shepard Foundation
Triple: [Matthew Shepard, memorializedBy, Matthew Shepard Foundation]
Generated description
The Matthew Shepard Foundation is a nonprofit organization dedicated to advancing LGBTQ+ rights, combating hate crimes, and promoting acceptance and diversity through education, advocacy, and outreach.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Matthew Shepard Foundation
Target entity description: The Matthew Shepard Foundation is a nonprofit organization dedicated to advancing LGBTQ+ rights, combating hate crimes, and promoting acceptance and diversity through education, advocacy, and outreach.
  • A. Matthew Shepard
    Matthew Shepard was a young gay American college student whose brutal 1998 murder in Wyoming became a symbol of anti-LGBTQ+ violence and led to significant hate crime legislation in the United States.
  • B. Martin Richard Foundation
    The Martin Richard Foundation is a charitable organization dedicated to promoting peace, inclusion, and community service in memory of Martin Richard, the youngest victim of the 2013 Boston Marathon bombing.
  • C. Pat Tillman Foundation
    The Pat Tillman Foundation is a nonprofit organization that provides scholarships and leadership development for military veterans and their spouses, honoring the legacy of former NFL player and Army Ranger Pat Tillman.
  • D. Judd Foundation
    The Judd Foundation is an organization dedicated to preserving and promoting the art, writings, and permanently installed spaces of minimalist artist Donald Judd.
  • E. Sean Anderson Foundation
    The Sean Anderson Foundation is a charitable organization focused on education, youth development, and community support initiatives, established by rapper and philanthropist Big Sean.
  • 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_69c6888120f081908f8f01b201dc4a4c completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e5edf89c8190a069b35ff7768165 completed March 27, 2026, 8:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c79cbc35d48190974e207eb98dcbe3 completed March 28, 2026, 9:17 a.m.
NEDg Description generation batch_69c79d31a9e8819096e6a3040b1852a9 completed March 28, 2026, 9:19 a.m.
NED2 Entity disambiguation (via description) batch_69c79dc7d7d8819097e423ef70b03040 completed March 28, 2026, 9:22 a.m.
Created at: March 27, 2026, 2:43 p.m.