Triple
T1025907
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arnold |
E22137
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Thurman Arnold
Thurman Arnold was an influential American lawyer, legal scholar, and New Deal-era antitrust enforcer who served as Assistant Attorney General in charge of the Antitrust Division and later as a judge on the U.S. Court of Appeals for the D.C. Circuit.
|
E128882
|
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: Thurman Arnold | Statement: [Arnold, hasNotableBearer, Thurman Arnold]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thurman Arnold Context triple: [Arnold, hasNotableBearer, Thurman Arnold]
-
A.
Theodore Dwight Woolsey
Theodore Dwight Woolsey was a 19th-century American scholar and theologian who served as president of Yale College and was influential in the fields of classical studies and international law.
-
B.
Nicholas deB. Katzenbach
Nicholas deB. Katzenbach was an American lawyer and government official who served as U.S. Attorney General under President Lyndon B. Johnson and played a key role in enforcing civil rights legislation in the 1960s.
-
C.
Allen Dulles
Allen Dulles was an American diplomat and intelligence officer who became the longest-serving Director of Central Intelligence, playing a central role in shaping U.S. Cold War espionage and covert operations.
-
D.
John J. McCloy
John J. McCloy was a prominent American lawyer, banker, and statesman who served in key national security and foreign policy roles, including U.S. High Commissioner for Germany after World War II and president of the World Bank.
-
E.
Newton Baker
Newton Baker was an American politician and lawyer best known for serving as U.S. Secretary of War under President Woodrow Wilson during World War I.
- 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: Thurman Arnold Triple: [Arnold, hasNotableBearer, Thurman Arnold]
Generated description
Thurman Arnold was an influential American lawyer, legal scholar, and New Deal-era antitrust enforcer who served as Assistant Attorney General in charge of the Antitrust Division and later as a judge on the U.S. Court of Appeals for the D.C. Circuit.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Thurman Arnold Target entity description: Thurman Arnold was an influential American lawyer, legal scholar, and New Deal-era antitrust enforcer who served as Assistant Attorney General in charge of the Antitrust Division and later as a judge on the U.S. Court of Appeals for the D.C. Circuit.
-
A.
Theodore Dwight Woolsey
Theodore Dwight Woolsey was a 19th-century American scholar and theologian who served as president of Yale College and was influential in the fields of classical studies and international law.
-
B.
Nicholas deB. Katzenbach
Nicholas deB. Katzenbach was an American lawyer and government official who served as U.S. Attorney General under President Lyndon B. Johnson and played a key role in enforcing civil rights legislation in the 1960s.
-
C.
Allen Dulles
Allen Dulles was an American diplomat and intelligence officer who became the longest-serving Director of Central Intelligence, playing a central role in shaping U.S. Cold War espionage and covert operations.
-
D.
John J. McCloy
John J. McCloy was a prominent American lawyer, banker, and statesman who served in key national security and foreign policy roles, including U.S. High Commissioner for Germany after World War II and president of the World Bank.
-
E.
Newton Baker
Newton Baker was an American politician and lawyer best known for serving as U.S. Secretary of War under President Woodrow Wilson during World War I.
- 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_69a493d6e380819097b384986ffc315c |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b7f5e7b48190b26524573c2824ba |
completed | March 1, 2026, 10:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac5381e020819094e02c3d20acab95 |
completed | March 7, 2026, 4:34 p.m. |
| NEDg | Description generation | batch_69ac5562cfcc8190a360429aef88f159 |
completed | March 7, 2026, 4:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac55b9aae48190b35546b87eb82cd9 |
completed | March 7, 2026, 4:43 p.m. |
Created at: March 1, 2026, 7:41 p.m.