Triple
T22839777
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Riverside Township, New Jersey |
E566048
|
entity |
| Predicate | hasNotablePerson |
P304
|
FINISHED |
| Object |
John F. Szabo
John F. Szabo is an American librarian and library administrator best known for serving as the City Librarian of the Los Angeles Public Library system.
|
E1556545
|
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. Szabo | Statement: [Riverside Township, New Jersey, hasNotablePerson, John F. Szabo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John F. Szabo Context triple: [Riverside Township, New Jersey, hasNotablePerson, John F. Szabo]
-
A.
Frederick M. Zollo
Frederick M. Zollo is an American film and theater producer known for his work on acclaimed independent films and Broadway productions.
-
B.
Michael J. Fischer
Michael J. Fischer is an American computer scientist best known for his foundational contributions to distributed computing and fault-tolerant consensus, including co-authoring the FLP impossibility result.
-
C.
Stephen D. Mastrofski
Stephen D. Mastrofski is an American criminologist known for his influential research on policing practices and critical evaluations of theories such as broken windows policing.
-
D.
Michael J. Stone
Michael J. Stone is an individual known primarily as the sibling of Thomas Stone.
-
E.
Andrew G. Vajna
Andrew G. Vajna was a Hungarian-American film producer best known for backing major action franchises such as the Rambo and Terminator series.
- 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. Szabo Triple: [Riverside Township, New Jersey, hasNotablePerson, John F. Szabo]
Generated description
John F. Szabo is an American librarian and library administrator best known for serving as the City Librarian of the Los Angeles Public Library system.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John F. Szabo Target entity description: John F. Szabo is an American librarian and library administrator best known for serving as the City Librarian of the Los Angeles Public Library system.
-
A.
Frederick M. Zollo
Frederick M. Zollo is an American film and theater producer known for his work on acclaimed independent films and Broadway productions.
-
B.
Michael J. Fischer
Michael J. Fischer is an American computer scientist best known for his foundational contributions to distributed computing and fault-tolerant consensus, including co-authoring the FLP impossibility result.
-
C.
Stephen D. Mastrofski
Stephen D. Mastrofski is an American criminologist known for his influential research on policing practices and critical evaluations of theories such as broken windows policing.
-
D.
Michael J. Stone
Michael J. Stone is an individual known primarily as the sibling of Thomas Stone.
-
E.
Andrew G. Vajna
Andrew G. Vajna was a Hungarian-American film producer best known for backing major action franchises such as the Rambo and Terminator series.
- 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_69e245869e188190a196584f36e682da |
completed | April 17, 2026, 2:36 p.m. |
| NER | Named-entity recognition | batch_69f17e8325948190a3b63f2cd0371373 |
completed | April 29, 2026, 3:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0ba7b3aae48190bb2785a223d135a2 |
completed | May 18, 2026, 11:58 p.m. |
| NEDg | Description generation | batch_6a0ba8bb77bc81909c5422f9d73c1e70 |
completed | May 19, 2026, 12:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ba94752c48190a8892cac5ef862b2 |
completed | May 19, 2026, 12:05 a.m. |
Created at: April 17, 2026, 3:35 p.m.