Triple
T4966190
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Charles Phelps Taft II |
E111531
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Cincinnati Charter reform movement
The Cincinnati Charter reform movement was a progressive early 20th-century civic initiative in Cincinnati that sought to replace machine politics with a more efficient, nonpartisan, and professionally managed city government.
|
E483156
|
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: Cincinnati Charter reform movement | Statement: [Charles Phelps Taft II, notableWork, Cincinnati Charter reform movement]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cincinnati Charter reform movement Context triple: [Charles Phelps Taft II, notableWork, Cincinnati Charter reform movement]
-
A.
Cincinnati City Council
Cincinnati City Council is the elected legislative body responsible for creating laws, setting policies, and overseeing the municipal government of Cincinnati, Ohio.
-
B.
Allegheny County Home Rule Charter referendum of 1998
The Allegheny County Home Rule Charter referendum of 1998 was a ballot measure in Allegheny County, Pennsylvania, that restructured county government by adopting a home rule charter and modernizing its executive and legislative framework.
-
C.
New York State constitutional reforms of 1846
The New York State constitutional reforms of 1846 were a major overhaul of the state’s government structure that democratized institutions, curtailed judicial and executive powers, and reshaped the court system.
-
D.
City Beautiful movement
The City Beautiful movement was a late 19th- and early 20th-century urban planning and architectural reform movement in the United States that promoted grand boulevards, monumental public buildings, and beautified civic spaces to inspire moral and social improvement.
-
E.
Downtown Cincinnati
Downtown Cincinnati is the central business district and urban core of Cincinnati, Ohio, known for its riverfront sports venues, corporate headquarters, and cultural attractions.
- 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: Cincinnati Charter reform movement Triple: [Charles Phelps Taft II, notableWork, Cincinnati Charter reform movement]
Generated description
The Cincinnati Charter reform movement was a progressive early 20th-century civic initiative in Cincinnati that sought to replace machine politics with a more efficient, nonpartisan, and professionally managed city government.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cincinnati Charter reform movement Target entity description: The Cincinnati Charter reform movement was a progressive early 20th-century civic initiative in Cincinnati that sought to replace machine politics with a more efficient, nonpartisan, and professionally managed city government.
-
A.
Cincinnati City Council
Cincinnati City Council is the elected legislative body responsible for creating laws, setting policies, and overseeing the municipal government of Cincinnati, Ohio.
-
B.
Allegheny County Home Rule Charter referendum of 1998
The Allegheny County Home Rule Charter referendum of 1998 was a ballot measure in Allegheny County, Pennsylvania, that restructured county government by adopting a home rule charter and modernizing its executive and legislative framework.
-
C.
New York State constitutional reforms of 1846
The New York State constitutional reforms of 1846 were a major overhaul of the state’s government structure that democratized institutions, curtailed judicial and executive powers, and reshaped the court system.
-
D.
City Beautiful movement
The City Beautiful movement was a late 19th- and early 20th-century urban planning and architectural reform movement in the United States that promoted grand boulevards, monumental public buildings, and beautified civic spaces to inspire moral and social improvement.
-
E.
Downtown Cincinnati
Downtown Cincinnati is the central business district and urban core of Cincinnati, Ohio, known for its riverfront sports venues, corporate headquarters, and cultural attractions.
- 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_69bd4419393c819086319a6fe4bf8542 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd71f7ae388190b752770bf577906f |
completed | March 20, 2026, 4:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be81f13988819097dcd5a65cb1f502 |
completed | March 21, 2026, 11:33 a.m. |
| NEDg | Description generation | batch_69be83b10e048190889289ac2ca9f07f |
completed | March 21, 2026, 11:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be843e2e50819099b2b73498c7c16e |
completed | March 21, 2026, 11:42 a.m. |
Created at: March 20, 2026, 1:32 p.m.