Triple
T5222364
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Georgia's 2nd congressional district |
E117900
|
entity |
| Predicate | currentRepresentative |
P537
|
FINISHED |
| Object |
Sanford Bishop
Sanford Bishop is a long-serving Democratic member of the U.S. House of Representatives from Georgia known for his work on agriculture, military, and appropriations issues.
|
E503024
|
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: Sanford Bishop | Statement: [Georgia's 2nd congressional district, currentRepresentative, Sanford Bishop]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sanford Bishop Context triple: [Georgia's 2nd congressional district, currentRepresentative, Sanford Bishop]
-
A.
Bishop Rayber
Bishop Rayber is a central character in Flannery O’Connor’s novel "The Violent Bear It Away," depicted as a rationalist schoolteacher whose secular worldview clashes with his family’s intense religious fanaticism.
-
B.
Bishop John Emory
Bishop John Emory was a 19th-century American Methodist Episcopal bishop known for his leadership in the church and his advocacy for higher education.
-
C.
Bishop Charles P. McIlvaine
Bishop Charles P. McIlvaine was a 19th-century American Episcopal bishop and influential religious leader known for his evangelical views and educational initiatives.
-
D.
John Shelby
John Shelby is a key member of the Shelby crime family in the British television series "Peaky Blinders," known for his fierce loyalty, volatility, and role in the gang's violent operations.
-
E.
William H. Willimon
William H. Willimon is an American Methodist bishop, theologian, and prolific author known especially for his influential work in preaching and pastoral theology.
- 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: Sanford Bishop Triple: [Georgia's 2nd congressional district, currentRepresentative, Sanford Bishop]
Generated description
Sanford Bishop is a long-serving Democratic member of the U.S. House of Representatives from Georgia known for his work on agriculture, military, and appropriations issues.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sanford Bishop Target entity description: Sanford Bishop is a long-serving Democratic member of the U.S. House of Representatives from Georgia known for his work on agriculture, military, and appropriations issues.
-
A.
Bishop Rayber
Bishop Rayber is a central character in Flannery O’Connor’s novel "The Violent Bear It Away," depicted as a rationalist schoolteacher whose secular worldview clashes with his family’s intense religious fanaticism.
-
B.
Bishop John Emory
Bishop John Emory was a 19th-century American Methodist Episcopal bishop known for his leadership in the church and his advocacy for higher education.
-
C.
Bishop Charles P. McIlvaine
Bishop Charles P. McIlvaine was a 19th-century American Episcopal bishop and influential religious leader known for his evangelical views and educational initiatives.
-
D.
John Shelby
John Shelby is a key member of the Shelby crime family in the British television series "Peaky Blinders," known for his fierce loyalty, volatility, and role in the gang's violent operations.
-
E.
William H. Willimon
William H. Willimon is an American Methodist bishop, theologian, and prolific author known especially for his influential work in preaching and pastoral theology.
- 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_69bd4465e03081909bfcfd7113062590 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7aba05b48190b6a7fc52ab3532f0 |
completed | March 20, 2026, 4:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beeff852bc81908467a343c5ded404 |
completed | March 21, 2026, 7:22 p.m. |
| NEDg | Description generation | batch_69bef0761c208190bac06ff1f92c8224 |
completed | March 21, 2026, 7:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bef14ca27c81909a5a44155c9ddaf9 |
completed | March 21, 2026, 7:28 p.m. |
Created at: March 20, 2026, 1:48 p.m.