Triple

T7304542
Position Surface form Disambiguated ID Type / Status
Subject Amr Khaled E167940 entity
Predicate hasTelevisionProgram P3279 FINISHED
Object Life Makers
Life Makers is a popular Islamic-themed television program hosted by Egyptian preacher Amr Khaled that focuses on youth empowerment, social development, and faith-based community activism.
E654572 NE FINISHED

How this triple was built (5 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: Life Makers | Statement: [Amr Khaled, hasTelevisionProgram, Life Makers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Life Makers
Context triple: [Amr Khaled, hasTelevisionProgram, Life Makers]
  • A. The Life
    "The Life" is a song by Alicia Keys from her debut studio album "Songs in A Minor."
  • B. The Better Life
    The Better Life is the breakthrough rock album that introduced American band 3 Doors Down to mainstream success with hits like "Kryptonite."
  • C. Makers
    Makers is a science fiction novel by Cory Doctorow that explores a near-future maker culture, disruptive innovation, and the social and economic upheavals caused by rapid technological change.
  • D. Wonderful Life
    "Wonderful Life" is a song best known as a 1987 melancholic pop hit by British singer Black, noted for its atmospheric sound and reflective lyrics.
  • E. Wonderful Life
    Wonderful Life is a popular science book by Stephen Jay Gould that explores the Burgess Shale fossils to argue for the role of contingency and chance in the history of life on Earth.
  • 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: Life Makers
Triple: [Amr Khaled, hasTelevisionProgram, Life Makers]
Generated description
Life Makers is a popular Islamic-themed television program hosted by Egyptian preacher Amr Khaled that focuses on youth empowerment, social development, and faith-based community activism.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Life Makers
Target entity description: Life Makers is a popular Islamic-themed television program hosted by Egyptian preacher Amr Khaled that focuses on youth empowerment, social development, and faith-based community activism.
  • A. The Life
    "The Life" is a song by Alicia Keys from her debut studio album "Songs in A Minor."
  • B. The Better Life
    The Better Life is the breakthrough rock album that introduced American band 3 Doors Down to mainstream success with hits like "Kryptonite."
  • C. Makers
    Makers is a science fiction novel by Cory Doctorow that explores a near-future maker culture, disruptive innovation, and the social and economic upheavals caused by rapid technological change.
  • D. Wonderful Life
    "Wonderful Life" is a song best known as a 1987 melancholic pop hit by British singer Black, noted for its atmospheric sound and reflective lyrics.
  • E. Wonderful Life
    Wonderful Life is a popular science book by Stephen Jay Gould that explores the Burgess Shale fossils to argue for the role of contingency and chance in the history of life on Earth.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasTelevisionProgram
Context triple: [Amr Khaled, hasTelevisionProgram, Life Makers]
  • A. hasPublicProgram
    Indicates that an entity offers or participates in a program or initiative that is accessible to the general public.
  • B. hasProgramme
    Indicates that an entity is associated with or offers a particular programme (such as a course of study, plan, or structured set of activities).
  • C. televisionShow chosen
    Indicates that one entity is a television show associated with, or featured in relation to, another entity.
  • D. isTelevised
    Indicates that an event, program, or activity is broadcast on television for public viewing.
  • E. hasNationalProgramming
    Indicates that an entity provides or is associated with programming content that is broadcast or distributed at a national level.
  • F. None of above.

Provenance (6 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_69c6888c820881909fc68f689fe1c251 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6ebb352ec8190846eff044e08805e completed March 27, 2026, 8:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7e55bfccc8190a46067c60c3c1a3f completed March 28, 2026, 2:27 p.m.
NEDg Description generation batch_69c7e5fbe8a8819083a892f4e54013eb completed March 28, 2026, 2:30 p.m.
NED2 Entity disambiguation (via description) batch_69c7e69ca1ac8190a398da894c6cc04e completed March 28, 2026, 2:33 p.m.
PD Predicate disambiguation batch_69c6e76e67d88190bd3ca6864f45845a completed March 27, 2026, 8:24 p.m.
Created at: March 27, 2026, 3:01 p.m.