Triple

T17412704
Position Surface form Disambiguated ID Type / Status
Subject Samuel Smiles E423408 entity
Predicate notableWork P4 FINISHED
Object Self-Help
"Self-Help" is an 1859 book by Samuel Smiles that popularized the Victorian ethic of self-improvement, hard work, and perseverance as the keys to personal and social progress.
E1267356 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: Self-Help | Statement: [Samuel Smiles, notableWork, Self-Help]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Self-Help
Context triple: [Samuel Smiles, notableWork, Self-Help]
  • A. Help Yourself
    "Help Yourself" is a song by American singer-songwriter Frank, known for its introspective lyrics and emotive, atmospheric production.
  • B. Help Yourself
    "Help Yourself" is a 1991 pop-rock album by British singer-songwriter Julian Lennon that features the hit single "Saltwater."
  • C. Self Care
    "Self Care" is a reflective hip-hop track by Mac Miller that explores themes of personal struggle, growth, and emotional healing.
  • D. Self-Reliance
    Self-Reliance is an influential essay by Ralph Waldo Emerson that champions individualism, nonconformity, and inner spiritual authority, and is considered a central text of American Transcendentalism.
  • E. Education for Self-Reliance
    Education for Self-Reliance is a seminal policy essay by Tanzanian president Julius Nyerere outlining an education system designed to support socialist principles, rural development, and national self-sufficiency.
  • 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: Self-Help
Triple: [Samuel Smiles, notableWork, Self-Help]
Generated description
"Self-Help" is an 1859 book by Samuel Smiles that popularized the Victorian ethic of self-improvement, hard work, and perseverance as the keys to personal and social progress.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Self-Help
Target entity description: "Self-Help" is an 1859 book by Samuel Smiles that popularized the Victorian ethic of self-improvement, hard work, and perseverance as the keys to personal and social progress.
  • A. Help Yourself
    "Help Yourself" is a song by American singer-songwriter Frank, known for its introspective lyrics and emotive, atmospheric production.
  • B. Help Yourself
    "Help Yourself" is a 1991 pop-rock album by British singer-songwriter Julian Lennon that features the hit single "Saltwater."
  • C. Self Care
    "Self Care" is a reflective hip-hop track by Mac Miller that explores themes of personal struggle, growth, and emotional healing.
  • D. Self-Reliance
    Self-Reliance is an influential essay by Ralph Waldo Emerson that champions individualism, nonconformity, and inner spiritual authority, and is considered a central text of American Transcendentalism.
  • E. Education for Self-Reliance
    Education for Self-Reliance is a seminal policy essay by Tanzanian president Julius Nyerere outlining an education system designed to support socialist principles, rural development, and national self-sufficiency.
  • 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_69d889d7d27c819088486ce3f0627fa1 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e43b0c12b881908b2ddc13678c7a75 completed April 19, 2026, 2:16 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01a7fdb4348190a905b476379c3245 completed May 11, 2026, 9:57 a.m.
NEDg Description generation batch_6a01a886818881909f237f69c6d77f93 completed May 11, 2026, 9:59 a.m.
NED2 Entity disambiguation (via description) batch_6a01a9183410819083c8239e3ce38ea2 completed May 11, 2026, 10:02 a.m.
Created at: April 10, 2026, 5:46 a.m.