Triple

T56112
Position Surface form Disambiguated ID Type / Status
Subject The Demon-Haunted World E1109 entity
Predicate hasChapter P35 FINISHED
Object The Path to Freedom
"The Path to Freedom" is a chapter in Carl Sagan’s science book *The Demon-Haunted World* that explores how scientific thinking and skepticism can liberate people from superstition and irrational beliefs.
E8590 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: The Path to Freedom | Statement: [The Demon-Haunted World, hasChapter, The Path to Freedom]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Path to Freedom
Context triple: [The Demon-Haunted World, hasChapter, The Path to Freedom]
  • A. Hymn to Liberty
    "Hymn to Liberty" is a 19th-century Greek patriotic poem by Dionysios Solomos, set to music by Nikolaos Mantzaros, that celebrates the Greek War of Independence and serves as Greece’s national anthem.
  • B. City of Firsts
    City of Firsts is a historic Massachusetts city known for its early industrial innovations and numerous pioneering achievements in American manufacturing and technology.
  • C. The Protester
    The Protester is the collective title Time magazine gave in 2011 to individuals worldwide who participated in mass demonstrations and uprisings, symbolizing the power of grassroots activism in shaping global events.
  • D. L’Enfant
    L’Enfant is the surname of Pierre Charles L’Enfant, the French-born American architect and civil engineer best known for designing the basic plan for Washington, D.C.
  • E. Our House Is on Fire
    "Our House Is on Fire" is a memoir and call-to-action co-written by climate activist Greta Thunberg and her family, detailing their personal journey and the urgency of the global climate crisis.
  • 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: The Path to Freedom
Triple: [The Demon-Haunted World, hasChapter, The Path to Freedom]
Generated description
"The Path to Freedom" is a chapter in Carl Sagan’s science book *The Demon-Haunted World* that explores how scientific thinking and skepticism can liberate people from superstition and irrational beliefs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Path to Freedom
Target entity description: "The Path to Freedom" is a chapter in Carl Sagan’s science book *The Demon-Haunted World* that explores how scientific thinking and skepticism can liberate people from superstition and irrational beliefs.
  • A. Hymn to Liberty
    "Hymn to Liberty" is a 19th-century Greek patriotic poem by Dionysios Solomos, set to music by Nikolaos Mantzaros, that celebrates the Greek War of Independence and serves as Greece’s national anthem.
  • B. City of Firsts
    City of Firsts is a historic Massachusetts city known for its early industrial innovations and numerous pioneering achievements in American manufacturing and technology.
  • C. The Protester
    The Protester is the collective title Time magazine gave in 2011 to individuals worldwide who participated in mass demonstrations and uprisings, symbolizing the power of grassroots activism in shaping global events.
  • D. L’Enfant
    L’Enfant is the surname of Pierre Charles L’Enfant, the French-born American architect and civil engineer best known for designing the basic plan for Washington, D.C.
  • E. Our House Is on Fire
    "Our House Is on Fire" is a memoir and call-to-action co-written by climate activist Greta Thunberg and her family, detailing their personal journey and the urgency of the global climate crisis.
  • 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_69a248adc5b48190aa8db9fb092fb28a completed Feb. 28, 2026, 1:45 a.m.
NER Named-entity recognition batch_69a24ec4d84c81908d85a1e941dbcd19 completed Feb. 28, 2026, 2:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2623ecff48190bc390f8d418b97ec completed Feb. 28, 2026, 3:34 a.m.
NEDg Description generation batch_69a262b29fc88190a1562e4dbe10d438 completed Feb. 28, 2026, 3:36 a.m.
NED2 Entity disambiguation (via description) batch_69a2634b24d08190b4869d235516c2ab completed Feb. 28, 2026, 3:38 a.m.
Created at: Feb. 28, 2026, 1:50 a.m.