Triple

T20365142
Position Surface form Disambiguated ID Type / Status
Subject Penn Hills High School E496887 entity
Predicate hasAlumnus P51 FINISHED
Object Tom Flynn
Tom Flynn is a former American football safety who played in the NFL during the 1980s, notably for the Green Bay Packers and New York Giants.
E1426326 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: Tom Flynn | Statement: [Penn Hills High School, hasAlumnus, Tom Flynn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tom Flynn
Context triple: [Penn Hills High School, hasAlumnus, Tom Flynn]
  • A. Tom Flynn
    Tom Flynn was an American screenwriter best known for writing the 2017 drama film "Gifted."
  • B. Michael D. Flynn
    Michael D. Flynn is a prominent architect and key leader at the international architecture firm Pei Cobb Freed & Partners.
  • C. Michael Flynn
    Michael Flynn is a retired U.S. Army lieutenant general who briefly served as President Donald Trump’s first national security adviser before resigning amid controversy over his contacts with Russian officials.
  • D. Greg Pence
    Greg Pence is an American Republican politician and businessman serving as the U.S. Representative for Indiana’s 6th congressional district and is the older brother of former Vice President Mike Pence.
  • E. Chad Wolf
    Chad Wolf is an American government official who served as acting Secretary of Homeland Security under President Donald Trump.
  • 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: Tom Flynn
Triple: [Penn Hills High School, hasAlumnus, Tom Flynn]
Generated description
Tom Flynn is a former American football safety who played in the NFL during the 1980s, notably for the Green Bay Packers and New York Giants.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tom Flynn
Target entity description: Tom Flynn is a former American football safety who played in the NFL during the 1980s, notably for the Green Bay Packers and New York Giants.
  • A. Tom Flynn
    Tom Flynn was an American screenwriter best known for writing the 2017 drama film "Gifted."
  • B. Michael D. Flynn
    Michael D. Flynn is a prominent architect and key leader at the international architecture firm Pei Cobb Freed & Partners.
  • C. Michael Flynn
    Michael Flynn is a retired U.S. Army lieutenant general who briefly served as President Donald Trump’s first national security adviser before resigning amid controversy over his contacts with Russian officials.
  • D. Greg Pence
    Greg Pence is an American Republican politician and businessman serving as the U.S. Representative for Indiana’s 6th congressional district and is the older brother of former Vice President Mike Pence.
  • E. Chad Wolf
    Chad Wolf is an American government official who served as acting Secretary of Homeland Security under President Donald Trump.
  • 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_69e0b4a4f9b081908a5a021919c21ccb completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e67870f4448190ab63cbe03542de21 completed April 20, 2026, 7:03 p.m.
NED1 Entity disambiguation (via context triple) batch_6a087089e0408190be8394376cdec110 completed May 16, 2026, 1:26 p.m.
NEDg Description generation batch_6a087129ce3c8190a67ac34ec697ad31 completed May 16, 2026, 1:29 p.m.
NED2 Entity disambiguation (via description) batch_6a0871e3573c81908216b5e508374081 completed May 16, 2026, 1:32 p.m.
Created at: April 16, 2026, 11:26 a.m.