Triple
T5427173
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Spacetime Physics |
E121390
|
entity |
| Predicate | publisher |
P29
|
FINISHED |
| Object | W. H. Freeman and Company |
E13581
|
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: W. H. Freeman and Company | Statement: [Spacetime Physics, publisher, W. H. Freeman and Company]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: W. H. Freeman and Company Context triple: [Spacetime Physics, publisher, W. H. Freeman and Company]
-
A.
W. H. Freeman and Company
chosen
W. H. Freeman and Company is an academic publishing house best known for producing influential college-level science and mathematics textbooks.
-
B.
McGraw-Hill
McGraw-Hill is a major American educational publishing company known for producing textbooks and academic resources across a wide range of disciplines.
-
C.
W. W. Norton & Company
W. W. Norton & Company is an American independent publishing house known for its influential nonfiction, literary works, and widely used academic texts.
-
D.
Wiley
Wiley is a masculine given name, often associated with notable American figures such as aviator Wiley Post.
-
E.
Cambridge University Press
Cambridge University Press is the publishing business of the University of Cambridge and one of the world’s oldest and most prestigious academic and educational publishers.
- 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_69bd463c65f0819082ee6483ab4b466a |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd8817a2048190a76805da03cfa09b |
completed | March 20, 2026, 5:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf4125e490819088f70090cf8d81fa |
completed | March 22, 2026, 1:08 a.m. |
Created at: March 20, 2026, 2:06 p.m.