Triple
T3808821
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bleeding Kansas crisis |
E93078
|
entity |
| Predicate | hasSignificantPerson |
P2308
|
FINISHED |
| Object |
Andrew P. Butler
Andrew P. Butler was a pro-slavery U.S. senator from South Carolina whose strong support for the Kansas-Nebraska Act and slavery made him a central and controversial figure in the events leading up to the Bleeding Kansas crisis.
|
E488834
|
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: Andrew P. Butler | Statement: [Bleeding Kansas crisis, hasSignificantPerson, Andrew P. Butler]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Andrew P. Butler Context triple: [Bleeding Kansas crisis, hasSignificantPerson, Andrew P. Butler]
-
A.
Bradford M. Durfee
Bradford M. Durfee was a prominent local industrialist and philanthropist from Fall River, Massachusetts, for whom Durfee Hall was named in recognition of his contributions to the community.
-
B.
Anthony W. Marshall
Anthony W. Marshall was an American film and television producer and director, best known for his work on popular sitcoms and as the father of actress-director Penny Marshall.
-
C.
Nathan F. Barrett
Nathan F. Barrett was a prominent American landscape architect known for designing planned industrial communities and urban parks in the late 19th and early 20th centuries.
-
D.
John M. Balch
John M. Balch was an individual significant enough in local history that the city of Balch Springs, Texas, was named in his honor.
-
E.
Nicholas H. Cobbs
Nicholas H. Cobbs was a 19th-century Episcopal bishop who served as the first Bishop of Alabama, helping to establish and organize the Episcopal Church in the state.
- 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: Andrew P. Butler Triple: [Bleeding Kansas crisis, hasSignificantPerson, Andrew P. Butler]
Generated description
Andrew P. Butler was a pro-slavery U.S. senator from South Carolina whose strong support for the Kansas-Nebraska Act and slavery made him a central and controversial figure in the events leading up to the Bleeding Kansas crisis.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Andrew P. Butler Target entity description: Andrew P. Butler was a pro-slavery U.S. senator from South Carolina whose strong support for the Kansas-Nebraska Act and slavery made him a central and controversial figure in the events leading up to the Bleeding Kansas crisis.
-
A.
Bradford M. Durfee
Bradford M. Durfee was a prominent local industrialist and philanthropist from Fall River, Massachusetts, for whom Durfee Hall was named in recognition of his contributions to the community.
-
B.
Anthony W. Marshall
Anthony W. Marshall was an American film and television producer and director, best known for his work on popular sitcoms and as the father of actress-director Penny Marshall.
-
C.
Nathan F. Barrett
Nathan F. Barrett was a prominent American landscape architect known for designing planned industrial communities and urban parks in the late 19th and early 20th centuries.
-
D.
John M. Balch
John M. Balch was an individual significant enough in local history that the city of Balch Springs, Texas, was named in his honor.
-
E.
Nicholas H. Cobbs
Nicholas H. Cobbs was a 19th-century Episcopal bishop who served as the first Bishop of Alabama, helping to establish and organize the Episcopal Church in the state.
- 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_69aed96a60088190ab1df8390fffc935 |
completed | March 9, 2026, 2:30 p.m. |
| NER | Named-entity recognition | batch_69aef90ce3088190b82e8421ce9a4005 |
completed | March 9, 2026, 4:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be9c31748c81909477e01261b5a78a |
completed | March 21, 2026, 1:25 p.m. |
| NEDg | Description generation | batch_69be9e3cfa8081909378c552be3ecb41 |
completed | March 21, 2026, 1:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69be9e902e3881909f2662cf8f086cd9 |
completed | March 21, 2026, 1:35 p.m. |
Created at: March 9, 2026, 3:16 p.m.