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.