Triple
T17007622
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Transport Phenomena, Second Edition |
E412611
|
entity |
| Predicate | title |
P38
|
FINISHED |
| Object | Transport Phenomena |
E412609
|
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: Transport Phenomena | Statement: [Transport Phenomena, Second Edition, title, Transport Phenomena]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Transport Phenomena Context triple: [Transport Phenomena, Second Edition, title, Transport Phenomena]
-
A.
Transport Phenomena
chosen
Transport Phenomena is a foundational textbook in chemical engineering that systematically treats momentum, heat, and mass transfer using a unified, rigorous mathematical framework.
-
B.
Multimodal Transportation
Multimodal Transportation is a division focused on planning, coordinating, and supporting transportation systems that integrate multiple modes such as transit, rail, aviation, ports, and pedestrian and bicycle travel.
-
C.
Transportation Science
Transportation Science is a leading peer-reviewed academic journal that focuses on analytical and quantitative research in transportation systems and logistics.
-
D.
Transit
"Transit" is a 1944 novel by German writer Anna Seghers that portrays refugees, identity, and displacement in Marseille during World War II.
-
E.
Transport Phenomena, Second Edition
"Transport Phenomena, Second Edition" is a widely used advanced textbook that rigorously covers momentum, heat, and mass transfer, co-authored by R. Byron Bird and known for its fundamental, unified treatment of transport processes in chemical engineering.
- 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_6a011b46e89c81908271eb22b535c558 |
completed | May 10, 2026, 11:56 p.m. |
Created at: April 10, 2026, 5:32 a.m.