Triple
T16666925
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Superinvestors of Graham-and-Doddsville |
E405004
|
entity |
| Predicate | titleReferences |
P4929
|
FINISHED |
| Object | Security Analysis |
E79849
|
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: Security Analysis | Statement: [The Superinvestors of Graham-and-Doddsville, titleReferences, Security Analysis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Security Analysis Context triple: [The Superinvestors of Graham-and-Doddsville, titleReferences, 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 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.
-
C.
Artifact Analysis
Artifact Analysis is a Google Cloud security service that scans container images and other artifacts for vulnerabilities and provides detailed security insights.
-
D.
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.
-
E.
Security Association
A Security Association is a set of security parameters and keys that define how two network entities protect and authenticate their IP traffic, typically used in IPsec.
- 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_69d8838b5fbc81908c6575c132b82e80 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e37c9d9fc48190a8156c029668b544 |
completed | April 18, 2026, 12:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a008a34852c81908c00ff8e36923cee |
completed | May 10, 2026, 1:37 p.m. |
Created at: April 10, 2026, 5:18 a.m.