Triple
T399005
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Federal Steel Company |
E9236
|
entity |
| Predicate | hasBoardMember |
P8802
|
FINISHED |
| Object |
Norman B. Ream
Norman B. Ream was an American businessman and financier active in the late 19th and early 20th centuries, known for his roles on the boards of major industrial and financial corporations.
|
E242762
|
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: Norman B. Ream | Statement: [Federal Steel Company, hasBoardMember, Norman B. Ream]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Norman B. Ream Context triple: [Federal Steel Company, hasBoardMember, Norman B. Ream]
-
A.
George A. Bermann
George A. Bermann is a prominent American legal scholar and expert in international and comparative law, particularly known for his work in international arbitration.
-
B.
Norman Pitkin
Norman Pitkin is the bumbling, well-meaning comic character famously portrayed by British comedian Norman Wisdom in a series of mid-20th-century films.
-
C.
Charles F. Roos
Charles F. Roos was an American economist and mathematician known for his pioneering work in econometrics and contributions to the formalization of economic theory.
-
D.
Ralph B. Lloyd
Ralph B. Lloyd was an American oilman and real estate developer whose investments and land holdings played a major role in shaping urban districts in the western United States.
-
E.
Herbert L. Anderson
Herbert L. Anderson was an American experimental physicist who played a crucial role in the development of the first nuclear chain reaction and early atomic research during the Manhattan Project.
- 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: Norman B. Ream Triple: [Federal Steel Company, hasBoardMember, Norman B. Ream]
Generated description
Norman B. Ream was an American businessman and financier active in the late 19th and early 20th centuries, known for his roles on the boards of major industrial and financial corporations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Norman B. Ream Target entity description: Norman B. Ream was an American businessman and financier active in the late 19th and early 20th centuries, known for his roles on the boards of major industrial and financial corporations.
-
A.
George A. Bermann
George A. Bermann is a prominent American legal scholar and expert in international and comparative law, particularly known for his work in international arbitration.
-
B.
Norman Pitkin
Norman Pitkin is the bumbling, well-meaning comic character famously portrayed by British comedian Norman Wisdom in a series of mid-20th-century films.
-
C.
Charles F. Roos
Charles F. Roos was an American economist and mathematician known for his pioneering work in econometrics and contributions to the formalization of economic theory.
-
D.
Ralph B. Lloyd
Ralph B. Lloyd was an American oilman and real estate developer whose investments and land holdings played a major role in shaping urban districts in the western United States.
-
E.
Herbert L. Anderson
Herbert L. Anderson was an American experimental physicist who played a crucial role in the development of the first nuclear chain reaction and early atomic research during the Manhattan Project.
- 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_69a2e8004cb88190b92ed1add6abf41a |
completed | Feb. 28, 2026, 1:05 p.m. |
| NER | Named-entity recognition | batch_69a2ee2c2d1881909aa1ccfaa4172b38 |
completed | Feb. 28, 2026, 1:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae5d7138f08190ae4055b31bd3cad1 |
completed | March 9, 2026, 5:41 a.m. |
| NEDg | Description generation | batch_69ae5e6f8eb481908d75d2c648a88af4 |
completed | March 9, 2026, 5:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae5edfe80481908c3304c917c9065b |
completed | March 9, 2026, 5:47 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.