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.