Triple
T5256673
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Shapiro v. Thompson |
E118716
|
entity |
| Predicate | defendant |
P2238
|
FINISHED |
| Object |
Abraham D. Shapiro
Abraham D. Shapiro was a government official involved as a named defendant in the landmark U.S. Supreme Court welfare benefits case Shapiro v. Thompson.
|
E512742
|
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: Abraham D. Shapiro | Statement: [Shapiro v. Thompson, defendant, Abraham D. Shapiro]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Abraham D. Shapiro Context triple: [Shapiro v. Thompson, defendant, Abraham D. Shapiro]
-
A.
Abraham D. Sofaer
Abraham D. Sofaer is an American legal scholar, former federal judge, and diplomat known for his work in international law and human rights.
-
B.
Robert J. Shapera
Robert J. Shapera is the birth name of Robert Evans, the influential American film producer and former Paramount Pictures studio head known for championing classics like "The Godfather" and "Chinatown."
-
C.
Harold T. Shapiro
Harold T. Shapiro is an economist and academic leader best known for serving as president of both Princeton University and the University of Michigan and for his influential work at the intersection of higher education and public policy.
-
D.
Wilbur J. Cohen
Wilbur J. Cohen was a prominent American social welfare expert and government official, often called the "father of Social Security" for his central role in shaping U.S. social insurance and welfare policy in the 20th century.
-
E.
Edgar M. Lazarus
Edgar M. Lazarus was an American architect known for his early 20th-century work in the Pacific Northwest, particularly in Oregon.
- 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: Abraham D. Shapiro Triple: [Shapiro v. Thompson, defendant, Abraham D. Shapiro]
Generated description
Abraham D. Shapiro was a government official involved as a named defendant in the landmark U.S. Supreme Court welfare benefits case Shapiro v. Thompson.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Abraham D. Shapiro Target entity description: Abraham D. Shapiro was a government official involved as a named defendant in the landmark U.S. Supreme Court welfare benefits case Shapiro v. Thompson.
-
A.
Abraham D. Sofaer
Abraham D. Sofaer is an American legal scholar, former federal judge, and diplomat known for his work in international law and human rights.
-
B.
Robert J. Shapera
Robert J. Shapera is the birth name of Robert Evans, the influential American film producer and former Paramount Pictures studio head known for championing classics like "The Godfather" and "Chinatown."
-
C.
Harold T. Shapiro
Harold T. Shapiro is an economist and academic leader best known for serving as president of both Princeton University and the University of Michigan and for his influential work at the intersection of higher education and public policy.
-
D.
Wilbur J. Cohen
Wilbur J. Cohen was a prominent American social welfare expert and government official, often called the "father of Social Security" for his central role in shaping U.S. social insurance and welfare policy in the 20th century.
-
E.
Edgar M. Lazarus
Edgar M. Lazarus was an American architect known for his early 20th-century work in the Pacific Northwest, particularly in Oregon.
- 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_69bd446978108190bb5f9c5c23d93f88 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd7ba4ecd88190800b5e4eea3abed5 |
completed | March 20, 2026, 4:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf18770e608190932d9de276e47212 |
completed | March 21, 2026, 10:15 p.m. |
| NEDg | Description generation | batch_69bf194c53a48190b0895bbe9aa2f6f1 |
completed | March 21, 2026, 10:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf1a198418819089b25102733f9191 |
completed | March 21, 2026, 10:22 p.m. |
Created at: March 20, 2026, 1:50 p.m.