Triple
T8540248
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sonny Vaccaro |
E202176
|
entity |
| Predicate | birthPlace |
P1
|
FINISHED |
| Object |
Trafford, Pennsylvania, United States
Trafford, Pennsylvania, United States is a small borough in the Pittsburgh metropolitan area known as the hometown of influential sports marketing executive Sonny Vaccaro.
|
E741094
|
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: Trafford, Pennsylvania, United States | Statement: [Sonny Vaccaro, birthPlace, Trafford, Pennsylvania, United States]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Trafford, Pennsylvania, United States Context triple: [Sonny Vaccaro, birthPlace, Trafford, Pennsylvania, United States]
-
A.
Latrobe, Pennsylvania, United States
Latrobe, Pennsylvania, United States is a small city in Westmoreland County best known as the birthplace of beloved children's television host Fred Rogers and for its historic role in western Pennsylvania's industrial and cultural development.
-
B.
Waterford, Pennsylvania, United States
Waterford, Pennsylvania, United States is a small historic borough in Erie County best known as the birthplace of Civil War hero Colonel Strong Vincent.
-
C.
Norristown, Pennsylvania, United States
Norristown, Pennsylvania, United States is a historic borough near Philadelphia known as the hometown of Hall of Fame baseball manager Tommy Lasorda.
-
D.
Crafton, Pennsylvania, United States
Crafton, Pennsylvania, United States is a small borough in Allegheny County near Pittsburgh, known as the hometown of former NFL coach Bill Cowher.
-
E.
Scranton, Pennsylvania, United States
Scranton, Pennsylvania, United States is a historic industrial city in northeastern Pennsylvania known for its coal-mining heritage and as the childhood hometown of U.S. President Joe Biden.
- 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: Trafford, Pennsylvania, United States Triple: [Sonny Vaccaro, birthPlace, Trafford, Pennsylvania, United States]
Generated description
Trafford, Pennsylvania, United States is a small borough in the Pittsburgh metropolitan area known as the hometown of influential sports marketing executive Sonny Vaccaro.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Trafford, Pennsylvania, United States Target entity description: Trafford, Pennsylvania, United States is a small borough in the Pittsburgh metropolitan area known as the hometown of influential sports marketing executive Sonny Vaccaro.
-
A.
Latrobe, Pennsylvania, United States
Latrobe, Pennsylvania, United States is a small city in Westmoreland County best known as the birthplace of beloved children's television host Fred Rogers and for its historic role in western Pennsylvania's industrial and cultural development.
-
B.
Waterford, Pennsylvania, United States
Waterford, Pennsylvania, United States is a small historic borough in Erie County best known as the birthplace of Civil War hero Colonel Strong Vincent.
-
C.
Norristown, Pennsylvania, United States
Norristown, Pennsylvania, United States is a historic borough near Philadelphia known as the hometown of Hall of Fame baseball manager Tommy Lasorda.
-
D.
Crafton, Pennsylvania, United States
Crafton, Pennsylvania, United States is a small borough in Allegheny County near Pittsburgh, known as the hometown of former NFL coach Bill Cowher.
-
E.
Scranton, Pennsylvania, United States
Scranton, Pennsylvania, United States is a historic industrial city in northeastern Pennsylvania known for its coal-mining heritage and as the childhood hometown of U.S. President Joe Biden.
- 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_69ca832461e88190a654c5e44e233aa8 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe6dfb2bc8190a41e32eca3c824c2 |
completed | March 31, 2026, 3:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce6d9d06e48190a5c0cfa9779fc07c |
completed | April 2, 2026, 1:22 p.m. |
| NEDg | Description generation | batch_69ce6ec2d6608190a7732e999a05d565 |
completed | April 2, 2026, 1:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce6f7948cc8190b8248e59044cf4fb |
completed | April 2, 2026, 1:30 p.m. |
Created at: March 30, 2026, 6:18 p.m.