Triple
T17007684
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | "Transport Phenomena" |
E412612
|
entity |
| Predicate | hasAuthor |
P4244
|
FINISHED |
| Object | Warren E. Stewart |
E412612
|
NE FINISHED |
How this triple was built (2 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: ["Transport Phenomena", hasAuthor, Warren E. Stewart]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Warren E. Stewart Context triple: ["Transport Phenomena", hasAuthor, Warren E. Stewart]
-
A.
Warren E. Stewart
chosen
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.
-
B.
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.
-
C.
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.
-
D.
Ross Wilbur
Ross Wilbur is the fictional protagonist of Frank Norris’s seafaring adventure novel "Moran of the Lady Letty," where he is transformed from a wealthy San Francisco socialite into a hardened sailor.
-
E.
Stanley Kunitz
Stanley Kunitz was a Pulitzer Prize–winning American poet and influential teacher whose work and mentorship significantly shaped 20th-century American poetry.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d886cb581c8190ab05f4b429c9cd85 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d3841e48819086dbc383cb4b1c16 |
completed | April 18, 2026, 6:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01233134288190bbe151f257150dfb |
completed | May 11, 2026, 12:30 a.m. |
Created at: April 10, 2026, 5:32 a.m.