Triple
T4097214
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | R. Byron Bird |
E87849
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object |
Warren E. Stewart
Warren E. Stewart was a prominent chemical engineer and co-author of the influential textbook "Transport Phenomena," known for his contributions to transport processes and chemical engineering education.
|
E412612
|
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: Warren E. Stewart | Statement: [R. Byron Bird, coAuthor, Warren E. Stewart]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Warren E. Stewart Context triple: [R. Byron Bird, coAuthor, Warren E. Stewart]
-
A.
Archibald MacLeish
Archibald MacLeish was an American modernist poet, playwright, and public intellectual who also held prominent government roles, including serving as Librarian of Congress and a key cultural figure during World War II.
-
B.
Ada Hitchcock MacLeish
Ada Hitchcock MacLeish was the wife of American poet and Librarian of Congress Archibald MacLeish and a significant partner in his literary and public life.
-
C.
William O. Butler
William O. Butler was a 19th-century American military officer and Democratic politician from Kentucky who served in the U.S. House of Representatives and gained national prominence as a vice-presidential candidate.
-
D.
James Laughlin
James Laughlin was an American poet and influential publisher best known as the founder of New Directions Publishing, which championed many major modernist and avant-garde writers.
-
E.
Randall Jarrell
Randall Jarrell was an American poet, critic, and novelist known for his war-themed poetry and influential literary criticism in the mid-20th century.
- 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: Warren E. Stewart Triple: [R. Byron Bird, coAuthor, Warren E. Stewart]
Generated description
Warren E. Stewart was a prominent chemical engineer and co-author of the influential textbook "Transport Phenomena," known for his contributions to transport processes and chemical engineering education.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Warren E. Stewart Target entity description: Warren E. Stewart was a prominent chemical engineer and co-author of the influential textbook "Transport Phenomena," known for his contributions to transport processes and chemical engineering education.
-
A.
Archibald MacLeish
Archibald MacLeish was an American modernist poet, playwright, and public intellectual who also held prominent government roles, including serving as Librarian of Congress and a key cultural figure during World War II.
-
B.
Ada Hitchcock MacLeish
Ada Hitchcock MacLeish was the wife of American poet and Librarian of Congress Archibald MacLeish and a significant partner in his literary and public life.
-
C.
William O. Butler
William O. Butler was a 19th-century American military officer and Democratic politician from Kentucky who served in the U.S. House of Representatives and gained national prominence as a vice-presidential candidate.
-
D.
James Laughlin
James Laughlin was an American poet and influential publisher best known as the founder of New Directions Publishing, which championed many major modernist and avant-garde writers.
-
E.
Randall Jarrell
Randall Jarrell was an American poet, critic, and novelist known for his war-themed poetry and influential literary criticism in the mid-20th century.
- 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_69aed94564cc8190a9c1457daedb6e7f |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefcdef11081908c626a89f2c0e121 |
completed | March 9, 2026, 5:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b56b725788819091c6aaeccfb86964 |
completed | March 14, 2026, 2:06 p.m. |
| NEDg | Description generation | batch_69b56c5bb12881908cf2c74d68ecd5b6 |
completed | March 14, 2026, 2:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b56cc2ae948190a5e13992626dd547 |
completed | March 14, 2026, 2:12 p.m. |
Created at: March 9, 2026, 3:40 p.m.