Triple
T2290921
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Scranton, Pennsylvania |
E51499
|
entity |
| Predicate | namedAfter |
P63
|
FINISHED |
| Object |
George W. Scranton
George W. Scranton was a 19th-century American industrialist and politician who helped pioneer the iron and steel industry in northeastern Pennsylvania and played a key role in the development of the city that bears his name.
|
E254161
|
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: George W. Scranton | Statement: [Scranton, Pennsylvania, namedAfter, George W. Scranton]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: George W. Scranton Context triple: [Scranton, Pennsylvania, namedAfter, George W. Scranton]
-
A.
Newton Baker
Newton Baker was an American politician and lawyer best known for serving as U.S. Secretary of War under President Woodrow Wilson during World War I.
-
B.
Robert A. Taft
Robert A. Taft was a prominent mid-20th-century U.S. senator from Ohio, known as “Mr. Republican” for his influential conservative leadership and opposition to many New Deal and postwar internationalist policies.
-
C.
John W. Gardner
John W. Gardner was an American reformer, educator, and public official best known for serving as U.S. Secretary of Health, Education, and Welfare and for founding the citizens’ advocacy organization Common Cause.
-
D.
Philip Hart
Philip Hart was a prominent U.S. Senator from Michigan known for his strong advocacy of civil rights and government reform.
-
E.
Thomas Marshall
Thomas Marshall was an American lawyer, landowner, and politician in colonial Virginia, best known as the father of future Chief Justice John Marshall.
- 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: George W. Scranton Triple: [Scranton, Pennsylvania, namedAfter, George W. Scranton]
Generated description
George W. Scranton was a 19th-century American industrialist and politician who helped pioneer the iron and steel industry in northeastern Pennsylvania and played a key role in the development of the city that bears his name.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: George W. Scranton Target entity description: George W. Scranton was a 19th-century American industrialist and politician who helped pioneer the iron and steel industry in northeastern Pennsylvania and played a key role in the development of the city that bears his name.
-
A.
Newton Baker
Newton Baker was an American politician and lawyer best known for serving as U.S. Secretary of War under President Woodrow Wilson during World War I.
-
B.
Robert A. Taft
Robert A. Taft was a prominent mid-20th-century U.S. senator from Ohio, known as “Mr. Republican” for his influential conservative leadership and opposition to many New Deal and postwar internationalist policies.
-
C.
John W. Gardner
John W. Gardner was an American reformer, educator, and public official best known for serving as U.S. Secretary of Health, Education, and Welfare and for founding the citizens’ advocacy organization Common Cause.
-
D.
Philip Hart
Philip Hart was a prominent U.S. Senator from Michigan known for his strong advocacy of civil rights and government reform.
-
E.
Thomas Marshall
Thomas Marshall was an American lawyer, landowner, and politician in colonial Virginia, best known as the father of future Chief Justice John Marshall.
- 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_69a88b09c644819090b503456d96bf70 |
completed | March 4, 2026, 7:42 p.m. |
| NER | Named-entity recognition | batch_69abc27536588190a74731b5537c90ee |
completed | March 7, 2026, 6:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae7f210bb881909086b86b2c3017a7 |
completed | March 9, 2026, 8:04 a.m. |
| NEDg | Description generation | batch_69ae8018c2e88190aaacaad9adc442cf |
completed | March 9, 2026, 8:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae806fd8008190bfd6c6bcd1d0ddbd |
completed | March 9, 2026, 8:10 a.m. |
Created at: March 4, 2026, 7:48 p.m.