Triple

T7204986
Position Surface form Disambiguated ID Type / Status
Subject Guarini School of Graduate and Advanced Studies E148642 entity
Predicate namedAfter P63 FINISHED
Object Frank J. Guarini
Frank J. Guarini is an American politician, diplomat, and philanthropist known for his service in the U.S. House of Representatives and his substantial support of higher education institutions.
 E664638 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: Frank J. Guarini | Statement: [Guarini School of Graduate and Advanced Studies, namedAfter, Frank J. Guarini]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Frank J. Guarini
Context triple: [Guarini School of Graduate and Advanced Studies, namedAfter, Frank J. Guarini]
  • A. Anthony LoGerfo
    Anthony LoGerfo is an American drummer best known for his work with Lukas Nelson & Promise of the Real, including tours and recordings with Neil Young.
  • B. Frank Romano
    Frank Romano is a music producer and songwriter known for his work on contemporary R&B and pop tracks, including the song "Just a Dream."
  • C. Frank Romano
    Frank Romano is an author best known for writing the book "Just a Dream."
  • D. 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."
  • E. Ben Massarella
    Ben Massarella is an American percussionist best known for his work with the indie rock band Modest Mouse and as a co-founder of the experimental label and project Perishable Records.
  • 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: Frank J. Guarini
Triple: [Guarini School of Graduate and Advanced Studies, namedAfter, Frank J. Guarini]
Generated description
Frank J. Guarini is an American politician, diplomat, and philanthropist known for his service in the U.S. House of Representatives and his substantial support of higher education institutions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Frank J. Guarini
Target entity description: Frank J. Guarini is an American politician, diplomat, and philanthropist known for his service in the U.S. House of Representatives and his substantial support of higher education institutions.
  • A. Anthony LoGerfo
    Anthony LoGerfo is an American drummer best known for his work with Lukas Nelson & Promise of the Real, including tours and recordings with Neil Young.
  • B. Frank Romano
    Frank Romano is a music producer and songwriter known for his work on contemporary R&B and pop tracks, including the song "Just a Dream."
  • C. Frank Romano
    Frank Romano is an author best known for writing the book "Just a Dream."
  • D. 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."
  • E. Ben Massarella
    Ben Massarella is an American percussionist best known for his work with the indie rock band Modest Mouse and as a co-founder of the experimental label and project Perishable Records.
  • 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_69c687e8cf188190b5f3ecffd681f04e completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6e94d68ec8190ae3e1280bad12665 completed March 27, 2026, 8:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8275b07d08190a796f2b9884fcc33 completed March 28, 2026, 7:09 p.m.
NEDg Description generation batch_69c828050b0481908723e61756aa2d68 completed March 28, 2026, 7:12 p.m.
NED2 Entity disambiguation (via description) batch_69c82900c41481909f886fc565c57420 completed March 28, 2026, 7:16 p.m.
Created at: March 27, 2026, 2:52 p.m.