Triple

T1047893
Position Surface form Disambiguated ID Type / Status
Subject The Secret E22624 entity
Predicate hasSequel P1961 FINISHED
Object Hero
Hero is a 2006 self-help book by Rhonda Byrne that expands on the ideas of "The Secret" by focusing on personal journeys toward achieving one's dreams and potential.
 E119767 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: Hero | Statement: [The Secret, hasSequel, Hero]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hero
Context triple: [The Secret, hasSequel, Hero]
  • A. Heroes
    Heroes is a non-fiction book by journalist John Pilger that critically examines political power, media complicity, and the individuals who resist oppression around the world.
  • B. He
    He is a common Chinese surname borne by numerous notable figures across politics, military, arts, and academia.
  • C. Guy
    Guy is a masculine given name of French origin that has been widely used in English-speaking countries.
  • D. Pat Patriot
    Pat Patriot is the costumed figure of a Revolutionary War–era patriot who serves as the official mascot of the New England Patriots NFL team.
  • E. Steve Rogers
    Steve Rogers is the Marvel Comics superhero better known as Captain America, a World War II-era super-soldier and iconic leader of the Avengers.
  • 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: Hero
Triple: [The Secret, hasSequel, Hero]
Generated description
Hero is a 2006 self-help book by Rhonda Byrne that expands on the ideas of "The Secret" by focusing on personal journeys toward achieving one's dreams and potential.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hero
Target entity description: Hero is a 2006 self-help book by Rhonda Byrne that expands on the ideas of "The Secret" by focusing on personal journeys toward achieving one's dreams and potential.
  • A. Heroes
    Heroes is a non-fiction book by journalist John Pilger that critically examines political power, media complicity, and the individuals who resist oppression around the world.
  • B. He
    He is a common Chinese surname borne by numerous notable figures across politics, military, arts, and academia.
  • C. Guy
    Guy is a masculine given name of French origin that has been widely used in English-speaking countries.
  • D. Pat Patriot
    Pat Patriot is the costumed figure of a Revolutionary War–era patriot who serves as the official mascot of the New England Patriots NFL team.
  • E. Steve Rogers
    Steve Rogers is the Marvel Comics superhero better known as Captain America, a World War II-era super-soldier and iconic leader of the Avengers.
  • 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_69a493da02e081908c13ff5e02a0fe7a completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b8b19a5c8190a532e025bd724088 completed March 1, 2026, 10:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac3bcb65d08190b2ea04b6de3bb39b completed March 7, 2026, 2:52 p.m.
NEDg Description generation batch_69ac3ce6228881908f429cb0a016a17a completed March 7, 2026, 2:57 p.m.
NED2 Entity disambiguation (via description) batch_69ac3d3ed140819087ede15c555e2f4d completed March 7, 2026, 2:59 p.m.
Created at: March 1, 2026, 7:42 p.m.