Triple
T5424977
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Very Short Introductions |
E121340
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object | Very Short Introductions to business and management |
E121340
|
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: Very Short Introductions to business and management | Statement: [Very Short Introductions, hasPart, Very Short Introductions to business and management]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Very Short Introductions to business and management Context triple: [Very Short Introductions, hasPart, Very Short Introductions to business and management]
-
A.
Economics: A Very Short Introduction
"Economics: A Very Short Introduction" is a concise introductory book that explains the core principles, methods, and real-world applications of economics for a general audience.
-
B.
Very Short Introductions series
chosen
The Very Short Introductions series is a collection of concise, accessible books that provide authoritative overviews of a wide range of subjects across the arts, humanities, social sciences, and sciences.
-
C.
Outlines of Economics
Outlines of Economics is a foundational economics textbook by American economist Richard T. Ely that systematically presents the principles and structure of economic theory.
-
D.
"The Nature of the Firm"
"The Nature of the Firm" is a foundational 1937 economic essay by Ronald Coase that explains why firms exist and how transaction costs shape their size and structure.
-
E.
Centre for Business Research
The Centre for Business Research is a research institute at the University of Cambridge that focuses on the study of enterprise, innovation, and economic performance, particularly in relation to policy and business practice.
- 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_69bd463b58d88190b258261573de9e91 |
completed | March 20, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69bd88142b4c8190a0a9fce117aaef14 |
completed | March 20, 2026, 5:47 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf3abbd1e481909ffb443812a9485a |
completed | March 22, 2026, 12:41 a.m. |
Created at: March 20, 2026, 2:06 p.m.