Triple
T20197601
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Value Investing: From Graham to Buffett and Beyond |
E493128
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object | Security Analysis |
—
|
NE NERFINISHED |
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: Security Analysis | Statement: [Value Investing: From Graham to Buffett and Beyond, relatedTo, Security Analysis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Security Analysis Context triple: [Value Investing: From Graham to Buffett and Beyond, relatedTo, Security Analysis]
-
A.
Security Analysis
chosen
Security Analysis is a foundational investing book by Benjamin Graham (with David Dodd) that established the principles of value investing and rigorous financial statement analysis.
-
B.
Security Navigator
Security Navigator is a component of Oracle Data Integrator Studio that provides tools for managing and configuring security-related settings, such as users, profiles, and privileges, within the ODI environment.
-
C.
Security framework
The Security framework is an Apple software library that provides APIs for managing cryptography, keychains, certificates, and secure authentication on macOS and other Apple platforms.
-
D.
Artifact Analysis
Artifact Analysis is a Google Cloud security service that scans container images and other artifacts for vulnerabilities and provides detailed security insights.
-
E.
The Essence of Security
"The Essence of Security" is a book by former U.S. Secretary of Defense Robert McNamara that outlines his views on national security, nuclear strategy, and defense policy during the Cold War.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69da6269614c8190bb40475d9d477358 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e66d8afe408190a7a9202ed67698e6 |
completed | April 20, 2026, 6:16 p.m. |
Created at: April 11, 2026, 11:37 p.m.