Triple

T12265913
Position Surface form Disambiguated ID Type / Status
Subject Samuel DeWitt Proctor E292344 entity
Predicate notableWork P4 FINISHED
Object How Shall They Hear?
"How Shall They Hear?" is a religious and social commentary work by theologian and educator Samuel DeWitt Proctor that reflects his Christian faith, preaching ministry, and commitment to social justice.
E974658 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: How Shall They Hear? | Statement: [Samuel DeWitt Proctor, notableWork, How Shall They Hear?]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: How Shall They Hear?
Context triple: [Samuel DeWitt Proctor, notableWork, How Shall They Hear?]
  • A. Hear Ye Him
    "Hear Ye Him" is the debut solo studio album by American rapper No Malice, known for its introspective, faith-centered themes and departure from his earlier work with Clipse.
  • B. A Time to Hear (Who’s Listening)
    "A Time to Hear (Who’s Listening)" is a track by the English art rock band Art of Noise, known for their experimental use of sampling and electronic production.
  • C. Hear It
    Hear It is a track from the album "Song of Seven" by Jon Anderson, known for its melodic, progressive rock style.
  • D. The Place Where You Go to Listen
    The Place Where You Go to Listen is a sound and light installation by composer John Luther Adams that transforms real-time environmental data from Alaska—such as seismic activity, daylight, and weather—into an immersive, continuously evolving audiovisual experience.
  • E. Make Them Hear You
    "Make Them Hear You" is a powerful, politically charged anthem from the musical *Ragtime* that urges oppressed people to demand justice through their voices and actions.
  • 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: How Shall They Hear?
Triple: [Samuel DeWitt Proctor, notableWork, How Shall They Hear?]
Generated description
"How Shall They Hear?" is a religious and social commentary work by theologian and educator Samuel DeWitt Proctor that reflects his Christian faith, preaching ministry, and commitment to social justice.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: How Shall They Hear?
Target entity description: "How Shall They Hear?" is a religious and social commentary work by theologian and educator Samuel DeWitt Proctor that reflects his Christian faith, preaching ministry, and commitment to social justice.
  • A. Hear Ye Him
    "Hear Ye Him" is the debut solo studio album by American rapper No Malice, known for its introspective, faith-centered themes and departure from his earlier work with Clipse.
  • B. A Time to Hear (Who’s Listening)
    "A Time to Hear (Who’s Listening)" is a track by the English art rock band Art of Noise, known for their experimental use of sampling and electronic production.
  • C. Hear It
    Hear It is a track from the album "Song of Seven" by Jon Anderson, known for its melodic, progressive rock style.
  • D. The Place Where You Go to Listen
    The Place Where You Go to Listen is a sound and light installation by composer John Luther Adams that transforms real-time environmental data from Alaska—such as seismic activity, daylight, and weather—into an immersive, continuously evolving audiovisual experience.
  • E. Make Them Hear You
    "Make Them Hear You" is a powerful, politically charged anthem from the musical *Ragtime* that urges oppressed people to demand justice through their voices and actions.
  • 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_69d6ab6856488190b5d31178d5015f8e completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91cdc42988190b4e2a6591a6f919d completed April 10, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e65bc00819091e4fee3c3af6f4f completed May 2, 2026, 3:55 p.m.
NEDg Description generation batch_69f61f9386548190a749445a404db3a2 completed May 2, 2026, 4 p.m.
NED2 Entity disambiguation (via description) batch_69f6207f164c8190b663a50ee3c761d6 completed May 2, 2026, 4:04 p.m.
Created at: April 8, 2026, 9:52 p.m.