Triple

T6678616
Position Surface form Disambiguated ID Type / Status
Subject Werner E151920 entity
Predicate hasNotableBearer P458 FINISHED
Object Werner Erhard
Werner Erhard is an American author and former seminar leader best known for creating the 1970s self-improvement program est (Erhard Seminars Training), which became a major influence in the human potential movement.
E611898 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: Werner Erhard | Statement: [Werner, hasNotableBearer, Werner Erhard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Werner Erhard
Context triple: [Werner, hasNotableBearer, Werner Erhard]
  • A. Donald Wilber
    Donald Wilber was a CIA officer and Middle East specialist who played a central role in planning and executing the 1953 coup in Iran that overthrew Prime Minister Mohammad Mossadegh.
  • B. Ernest Holmes
    Ernest Holmes was an American spiritual writer and founder of the Religious Science movement, whose teachings helped shape the modern New Thought spiritual philosophy.
  • C. Erich Neumann
    Erich Neumann was a German economist and Nazi official who held senior positions in the Third Reich’s economic administration and participated in high-level policy meetings during World War II.
  • D. L. Ron Hubbard
    L. Ron Hubbard was an American author and the controversial founder of the Church of Scientology, known for developing its doctrines and practices.
  • E. Israel Regardie
    Israel Regardie was a British occultist, writer, and ceremonial magician best known for preserving and publishing the teachings of the Hermetic Order of the Golden Dawn and popularizing modern Hermetic Qabalah.
  • 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: Werner Erhard
Triple: [Werner, hasNotableBearer, Werner Erhard]
Generated description
Werner Erhard is an American author and former seminar leader best known for creating the 1970s self-improvement program est (Erhard Seminars Training), which became a major influence in the human potential movement.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Werner Erhard
Target entity description: Werner Erhard is an American author and former seminar leader best known for creating the 1970s self-improvement program est (Erhard Seminars Training), which became a major influence in the human potential movement.
  • A. Donald Wilber
    Donald Wilber was a CIA officer and Middle East specialist who played a central role in planning and executing the 1953 coup in Iran that overthrew Prime Minister Mohammad Mossadegh.
  • B. Ernest Holmes
    Ernest Holmes was an American spiritual writer and founder of the Religious Science movement, whose teachings helped shape the modern New Thought spiritual philosophy.
  • C. Erich Neumann
    Erich Neumann was a German economist and Nazi official who held senior positions in the Third Reich’s economic administration and participated in high-level policy meetings during World War II.
  • D. L. Ron Hubbard
    L. Ron Hubbard was an American author and the controversial founder of the Church of Scientology, known for developing its doctrines and practices.
  • E. Israel Regardie
    Israel Regardie was a British occultist, writer, and ceremonial magician best known for preserving and publishing the teachings of the Hermetic Order of the Golden Dawn and popularizing modern Hermetic Qabalah.
  • 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_69c687f830bc81909eb8b04dbb8450b1 completed March 27, 2026, 1:36 p.m.
NER Named-entity recognition batch_69c6b0f6813c8190906f619b4276a232 completed March 27, 2026, 4:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6f7a78ab081909d904e4468293957 completed March 27, 2026, 9:33 p.m.
NEDg Description generation batch_69c6f84621988190a3502dff9ee6296d completed March 27, 2026, 9:36 p.m.
NED2 Entity disambiguation (via description) batch_69c6f8f694f48190a6bb380b0ca583bf completed March 27, 2026, 9:39 p.m.
Created at: March 27, 2026, 2:03 p.m.