Triple

T514828
Position Surface form Disambiguated ID Type / Status
Subject Newton Public Schools E10683 entity
Predicate hasSuperintendent P2537 FINISHED
Object James Marini
James Marini is an American educator and school administrator who has served as superintendent of the Newton Public Schools in Massachusetts.
E140002 NE FINISHED

How this triple was built (5 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: James Marini | Statement: [Newton Public Schools, hasSuperintendent, James Marini]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: James Marini
Context triple: [Newton Public Schools, hasSuperintendent, James Marini]
  • A. Greg Corrado
    Greg Corrado is an American computer scientist and researcher known for his pioneering work in artificial intelligence and deep learning, including co-founding Google Brain.
  • B. Joe Rinaldi
    Joe Rinaldi was an American screenwriter and story artist best known for his work on classic Walt Disney animated films in the mid-20th century.
  • C. Rico Petrocelli
    Rico Petrocelli is a former Major League Baseball shortstop and third baseman best known for his long tenure with the Boston Red Sox, including multiple All-Star selections and a standout power-hitting season in 1969.
  • D. Paul Merolla
    Paul Merolla is a neuroscientist and engineer best known as a co-founder of Neuralink, the neurotechnology company developing brain–computer interfaces.
  • E. Tony Staffieri
    Tony Staffieri is a Canadian business executive best known as the president and chief executive officer of Rogers Communications.
  • 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: James Marini
Triple: [Newton Public Schools, hasSuperintendent, James Marini]
Generated description
James Marini is an American educator and school administrator who has served as superintendent of the Newton Public Schools in Massachusetts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: James Marini
Target entity description: James Marini is an American educator and school administrator who has served as superintendent of the Newton Public Schools in Massachusetts.
  • A. Greg Corrado
    Greg Corrado is an American computer scientist and researcher known for his pioneering work in artificial intelligence and deep learning, including co-founding Google Brain.
  • B. Joe Rinaldi
    Joe Rinaldi was an American screenwriter and story artist best known for his work on classic Walt Disney animated films in the mid-20th century.
  • C. Rico Petrocelli
    Rico Petrocelli is a former Major League Baseball shortstop and third baseman best known for his long tenure with the Boston Red Sox, including multiple All-Star selections and a standout power-hitting season in 1969.
  • D. Paul Merolla
    Paul Merolla is a neuroscientist and engineer best known as a co-founder of Neuralink, the neurotechnology company developing brain–computer interfaces.
  • E. Tony Staffieri
    Tony Staffieri is a Canadian business executive best known as the president and chief executive officer of Rogers Communications.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasSuperintendent
Context triple: [Newton Public Schools, hasSuperintendent, James Marini]
  • A. hasChiefJudge
    Indicates that an entity holds the role or position of chief judge for another entity (such as a court or judicial body).
  • B. hasBoroughPresident
    Indicates that a borough is associated with a specific individual who serves as its president or chief elected official.
  • C. hasMayor
    Indicates that one entity serves as the mayor of another entity, typically a city, town, or municipality.
  • D. isHeadOf chosen
    Indicates that one entity holds the leading or principal authority position over another entity, such as an organization, group, or department.
  • E. currentGovernor
    Indicates that one entity is the person who presently holds the office of governor of the other entity.
  • F. None of above.

Provenance (6 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_69a2e84a0d08819087e01863fcd9abf1 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f232fa688190b08a2fe3f22c7a6e completed Feb. 28, 2026, 1:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac82de53808190a105311397acfef6 completed March 7, 2026, 7:56 p.m.
NEDg Description generation batch_69ac83f7e00881909675c45e521eb8f1 completed March 7, 2026, 8 p.m.
NED2 Entity disambiguation (via description) batch_69ac84de91fc8190b59c0c34247ea6a9 completed March 7, 2026, 8:04 p.m.
PD Predicate disambiguation batch_69a2f013c05481909e6dc87e7b20ebd8 completed Feb. 28, 2026, 1:39 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.