Triple

T2952476
Position Surface form Disambiguated ID Type / Status
Subject The Intelligent Investor E79850 entity
Predicate hasChapter P35 FINISHED
Object Margin of Safety
Margin of Safety is a core value-investing principle emphasizing buying securities at prices significantly below their intrinsic value to reduce downside risk.
E315067 NE FINISHED

How this triple was built (4 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: Margin of Safety | Statement: [The Intelligent Investor, hasChapter, Margin of Safety]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Margin of Safety
Context triple: [The Intelligent Investor, hasChapter, Margin of Safety]
  • A. Margin Call
    Margin Call is a 2011 financial thriller film that dramatizes the early stages of the 2008 financial crisis through the actions of an investment bank over a tense 24-hour period.
  • B. Supplementary Reserve
    The Supplementary Reserve is a component of the Canadian Armed Forces made up of trained individuals who are not in active service but can be called up to augment the Regular and Primary Reserve forces when needed.
  • C. Safety in Numbers
    Safety in Numbers is a 1930 pre-Code musical comedy film starring Charles "Buddy" Rogers, known for its lighthearted plot and early sound-era song-and-dance numbers.
  • D. Ensure
    Ensure is a popular nutritional supplement drink brand designed to provide balanced nutrition, often used for meal replacement or to support individuals with increased dietary needs.
  • E. Safety
    Safety is a sports drama film produced by Mark Ciardi that tells the inspirational true story of Clemson University football player Ray McElrathbey overcoming personal and family challenges.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Margin of Safety
Triple: [The Intelligent Investor, hasChapter, Margin of Safety]
Generated description
Margin of Safety is a core value-investing principle emphasizing buying securities at prices significantly below their intrinsic value to reduce downside risk.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Margin of Safety
Target entity description: Margin of Safety is a core value-investing principle emphasizing buying securities at prices significantly below their intrinsic value to reduce downside risk.
  • A. Margin Call
    Margin Call is a 2011 financial thriller film that dramatizes the early stages of the 2008 financial crisis through the actions of an investment bank over a tense 24-hour period.
  • B. Supplementary Reserve
    The Supplementary Reserve is a component of the Canadian Armed Forces made up of trained individuals who are not in active service but can be called up to augment the Regular and Primary Reserve forces when needed.
  • C. Safety in Numbers
    Safety in Numbers is a 1930 pre-Code musical comedy film starring Charles "Buddy" Rogers, known for its lighthearted plot and early sound-era song-and-dance numbers.
  • D. Ensure
    Ensure is a popular nutritional supplement drink brand designed to provide balanced nutrition, often used for meal replacement or to support individuals with increased dietary needs.
  • E. Safety
    Safety is a sports drama film produced by Mark Ciardi that tells the inspirational true story of Clemson University football player Ray McElrathbey overcoming personal and family challenges.
  • F. None of above. chosen

Provenance (5 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_69ad8b1276588190a374a0b12e0f7bdf completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad98fcea5c8190b7d80de942bcb4f7 completed March 8, 2026, 3:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69b0fc82d1248190869beffffc0bf956 completed March 11, 2026, 5:24 a.m.
NEDg Description generation batch_69b0fd25e07c819088b2b1bcef4cf54e completed March 11, 2026, 5:27 a.m.
NED2 Entity disambiguation (via description) batch_69b100ecbee081908832ddec0efdc751 completed March 11, 2026, 5:43 a.m.
Created at: March 8, 2026, 2:57 p.m.