Triple
T3233831
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Presidency of James Monroe |
E67803
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Internal improvements debates
Internal improvements debates were early 19th-century U.S. political disputes over federal versus state responsibility for funding and constructing infrastructure such as roads and canals.
|
E339492
|
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: Internal improvements debates | Statement: [Presidency of James Monroe, hasPart, Internal improvements debates]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Internal improvements debates Context triple: [Presidency of James Monroe, hasPart, Internal improvements debates]
-
A.
Lincoln–Douglas debates
The Lincoln–Douglas debates were a series of seven 1858 Illinois Senate campaign debates between Abraham Lincoln and Stephen A. Douglas that focused on slavery and helped elevate Lincoln to national prominence.
-
B.
Tariff of 1857 debates
The Tariff of 1857 debates were mid-19th-century U.S. congressional discussions over a major reduction in import duties that reflected growing sectional tensions and shifting economic priorities before the Civil War.
-
C.
Tallmadge Amendment debate
The Tallmadge Amendment debate was a pivotal 1819–1820 congressional clash over restricting slavery in Missouri that exposed deep sectional tensions and foreshadowed the collapse of the Era of Good Feelings.
-
D.
Issues
"Issues" is a pop song by British-Irish girl group The Saturdays that helped establish their early chart success.
-
E.
Room for Improvement
Room for Improvement is the debut mixtape by Canadian rapper Drake, released in 2006 and showcasing his early work before mainstream success.
- 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: Internal improvements debates Triple: [Presidency of James Monroe, hasPart, Internal improvements debates]
Generated description
Internal improvements debates were early 19th-century U.S. political disputes over federal versus state responsibility for funding and constructing infrastructure such as roads and canals.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Internal improvements debates Target entity description: Internal improvements debates were early 19th-century U.S. political disputes over federal versus state responsibility for funding and constructing infrastructure such as roads and canals.
-
A.
Lincoln–Douglas debates
The Lincoln–Douglas debates were a series of seven 1858 Illinois Senate campaign debates between Abraham Lincoln and Stephen A. Douglas that focused on slavery and helped elevate Lincoln to national prominence.
-
B.
Tariff of 1857 debates
The Tariff of 1857 debates were mid-19th-century U.S. congressional discussions over a major reduction in import duties that reflected growing sectional tensions and shifting economic priorities before the Civil War.
-
C.
Tallmadge Amendment debate
The Tallmadge Amendment debate was a pivotal 1819–1820 congressional clash over restricting slavery in Missouri that exposed deep sectional tensions and foreshadowed the collapse of the Era of Good Feelings.
-
D.
Issues
"Issues" is a pop song by British-Irish girl group The Saturdays that helped establish their early chart success.
-
E.
Room for Improvement
Room for Improvement is the debut mixtape by Canadian rapper Drake, released in 2006 and showcasing his early work before mainstream success.
- 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_69ad858d27348190abb61c280b4c86a9 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69adaedcd9588190b3623f0109d653a4 |
completed | March 8, 2026, 5:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2773b494c8190a2c0c5042e8eaa55 |
completed | March 12, 2026, 8:20 a.m. |
| NEDg | Description generation | batch_69b27844c6708190ac61f00a74a2ef27 |
completed | March 12, 2026, 8:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b27911ff1481908a36f279a871c510 |
completed | March 12, 2026, 8:28 a.m. |
Created at: March 8, 2026, 3:08 p.m.