Triple

T14075524
Position Surface form Disambiguated ID Type / Status
Subject Glassboro State College E338721 entity
Predicate hasAlumni P51 FINISHED
Object John F. Amodeo
John F. Amodeo is an American politician best known for serving in the New Jersey General Assembly.
 E1166188 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: John F. Amodeo | Statement: [Glassboro State College, hasAlumni, John F. Amodeo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John F. Amodeo
Context triple: [Glassboro State College, hasAlumni, John F. Amodeo]
  • A. Charles J. Guarnieri
    Charles J. Guarnieri is a Pennsylvania police chief whose employment dispute with the Borough of Duryea led to the U.S. Supreme Court case Borough of Duryea v. Guarnieri, addressing public employees’ First Amendment petition rights.
  • B. John D. Brancato
    John D. Brancato is an American screenwriter best known for co-writing major Hollywood films such as "The Game" and "Terminator 3: Rise of the Machines."
  • C. Anthony C. Ferrante
    Anthony C. Ferrante is an American filmmaker best known for creating and directing the cult-hit Sharknado film series.
  • D. Frank G. DeMarco
    Frank G. DeMarco is an American cinematographer known for his work on independent and studio films, including the financial thriller "Margin Call."
  • E. Frank J. Picozzi
    Frank J. Picozzi is an American politician who serves as the mayor of Warwick, Rhode Island.
  • 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: John F. Amodeo
Triple: [Glassboro State College, hasAlumni, John F. Amodeo]
Generated description
John F. Amodeo is an American politician best known for serving in the New Jersey General Assembly.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John F. Amodeo
Target entity description: John F. Amodeo is an American politician best known for serving in the New Jersey General Assembly.
  • A. Charles J. Guarnieri
    Charles J. Guarnieri is a Pennsylvania police chief whose employment dispute with the Borough of Duryea led to the U.S. Supreme Court case Borough of Duryea v. Guarnieri, addressing public employees’ First Amendment petition rights.
  • B. John D. Brancato
    John D. Brancato is an American screenwriter best known for co-writing major Hollywood films such as "The Game" and "Terminator 3: Rise of the Machines."
  • C. Anthony C. Ferrante
    Anthony C. Ferrante is an American filmmaker best known for creating and directing the cult-hit Sharknado film series.
  • D. Frank G. DeMarco
    Frank G. DeMarco is an American cinematographer known for his work on independent and studio films, including the financial thriller "Margin Call."
  • E. Frank J. Picozzi
    Frank J. Picozzi is an American politician who serves as the mayor of Warwick, Rhode Island.
  • 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_69d81c687b0c819087fd9ed4198403f8 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de5c5cdd288190914e1d57321b3554 completed April 14, 2026, 3:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69ff56ade75c8190b556c3b0ba692a96 completed May 9, 2026, 3:45 p.m.
NEDg Description generation batch_69ff5858f6f88190a94a871c831e4f78 completed May 9, 2026, 3:52 p.m.
NED2 Entity disambiguation (via description) batch_69ff589de85c8190abc9c888ac90cf52 completed May 9, 2026, 3:54 p.m.
Created at: April 9, 2026, 10:21 p.m.