Triple

T14242509
Position Surface form Disambiguated ID Type / Status
Subject Ross A. Lurgio Middle School E353045 entity
Predicate namedAfter P63 FINISHED
Object Ross A. Lurgio
Ross A. Lurgio was a local figure of significance—likely an educator or community leader in Bedford, New Hampshire—honored by having the town’s middle school named after him.
E1183035 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: Ross A. Lurgio | Statement: [Ross A. Lurgio Middle School, namedAfter, Ross A. Lurgio]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ross A. Lurgio
Context triple: [Ross A. Lurgio Middle School, namedAfter, Ross A. Lurgio]
  • A. Victor A. Tallarico
    Victor A. Tallarico is better known as Steven Tyler, the lead singer of the rock band Aerosmith and father of Taj Monroe Tallarico.
  • B. Anthony T. Rossi
    Anthony T. Rossi was an Italian-American entrepreneur best known as the founder of Tropicana, a major juice and beverage company.
  • C. Anthony C. Ferrante
    Anthony C. Ferrante is an American filmmaker best known for creating and directing the cult-hit Sharknado film series.
  • D. Charles M. Falco
    Charles M. Falco is an American experimental physicist and art historian best known for co-developing the Hockney–Falco thesis, which proposes that many Old Master painters used optical devices in creating their works.
  • E. Dominic L. Gorie
    Dominic L. Gorie is a retired NASA astronaut and former U.S. Navy captain who flew on multiple Space Shuttle missions.
  • 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: Ross A. Lurgio
Triple: [Ross A. Lurgio Middle School, namedAfter, Ross A. Lurgio]
Generated description
Ross A. Lurgio was a local figure of significance—likely an educator or community leader in Bedford, New Hampshire—honored by having the town’s middle school named after him.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ross A. Lurgio
Target entity description: Ross A. Lurgio was a local figure of significance—likely an educator or community leader in Bedford, New Hampshire—honored by having the town’s middle school named after him.
  • A. Victor A. Tallarico
    Victor A. Tallarico is better known as Steven Tyler, the lead singer of the rock band Aerosmith and father of Taj Monroe Tallarico.
  • B. Anthony T. Rossi
    Anthony T. Rossi was an Italian-American entrepreneur best known as the founder of Tropicana, a major juice and beverage company.
  • C. Anthony C. Ferrante
    Anthony C. Ferrante is an American filmmaker best known for creating and directing the cult-hit Sharknado film series.
  • D. Charles M. Falco
    Charles M. Falco is an American experimental physicist and art historian best known for co-developing the Hockney–Falco thesis, which proposes that many Old Master painters used optical devices in creating their works.
  • E. Dominic L. Gorie
    Dominic L. Gorie is a retired NASA astronaut and former U.S. Navy captain who flew on multiple Space Shuttle missions.
  • 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_69d8278adc7c8190a9218d69bce3c4e6 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de6244ad188190b9d9db7914240410 completed April 14, 2026, 3:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffb02d84d881909aa8a1a3653d37bf completed May 9, 2026, 10:07 p.m.
NEDg Description generation batch_69ffb25001d08190abcabfb6ce0e1029 completed May 9, 2026, 10:16 p.m.
NED2 Entity disambiguation (via description) batch_69ffb2ab22dc8190b8cb0403ec0a09c4 completed May 9, 2026, 10:18 p.m.
Created at: April 10, 2026, 1:08 a.m.