Triple

T13420622
Position Surface form Disambiguated ID Type / Status
Subject Shepherd in a Sheepskin Vest E313338 entity
Predicate hasPart P35 FINISHED
Object “What Comes After Certainty”
“What Comes After Certainty” is a song by Bill Callahan from his album *Shepherd in a Sheepskin Vest*, noted for its introspective lyrics and understated folk style.
 E1038955 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

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: “What Comes After Certainty” | Statement: [Shepherd in a Sheepskin Vest, hasPart, “What Comes After Certainty”]

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: “What Comes After Certainty”
Context triple: [Shepherd in a Sheepskin Vest, hasPart, “What Comes After Certainty”]
  • A. The Inevitable
    The Inevitable is an English rendering of the name of Surah Al-Waqi'ah, a chapter of the Qur’an that vividly describes the certainty of the Day of Resurrection and the final sorting of humanity into different groups.
  • B. “The Work Before Us”
    “The Work Before Us” is a lecture by Swami Vivekananda outlining the spiritual and social tasks he believed lay ahead for India and humanity.
  • C. “On What There Is”
    “On What There Is” is a seminal philosophical essay by W.V.O. Quine that challenges traditional notions of ontology and argues for a criterion of ontological commitment based on the quantificational structure of our best scientific theories.
  • D. The End of Something
    "The End of Something" is a short story by Ernest Hemingway that explores themes of change and the dissolution of a relationship against the backdrop of a declining mill town.
  • E. The Point of It All
    The Point of It All is a soulful R&B album by American singer Anthony Hamilton, known for its rich vocals, heartfelt lyrics, and classic neo-soul production.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: “What Comes After Certainty”
Target entity description: “What Comes After Certainty” is a song by Bill Callahan from his album *Shepherd in a Sheepskin Vest*, noted for its introspective lyrics and understated folk style.
  • A. The Inevitable
    The Inevitable is an English rendering of the name of Surah Al-Waqi'ah, a chapter of the Qur’an that vividly describes the certainty of the Day of Resurrection and the final sorting of humanity into different groups.
  • B. “The Work Before Us”
    “The Work Before Us” is a lecture by Swami Vivekananda outlining the spiritual and social tasks he believed lay ahead for India and humanity.
  • C. “On What There Is”
    “On What There Is” is a seminal philosophical essay by W.V.O. Quine that challenges traditional notions of ontology and argues for a criterion of ontological commitment based on the quantificational structure of our best scientific theories.
  • D. The End of Something
    "The End of Something" is a short story by Ernest Hemingway that explores themes of change and the dissolution of a relationship against the backdrop of a declining mill town.
  • E. The Point of It All
    The Point of It All is a soulful R&B album by American singer Anthony Hamilton, known for its rich vocals, heartfelt lyrics, and classic neo-soul production.
  • F. None of above. chosen

How the object was described

The object's one-sentence description was generated by prompting gpt-5.1 with the object name and this triple as context.

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: “What Comes After Certainty”
Triple: [Shepherd in a Sheepskin Vest, hasPart, “What Comes After Certainty”]
Generated description
“What Comes After Certainty” is a song by Bill Callahan from his album *Shepherd in a Sheepskin Vest*, noted for its introspective lyrics and understated folk style.

Provenance (5 batches)

Stage Batch ID Job type Status
creating batch_69d806ad0c44819088833ae1ec9e9690 elicitation completed
NER batch_69dbaeb98e808190948013e8f24779c6 ner completed
NED1 batch_69f7308493e481909da52f8bbcc0bd6b ned_source_triple completed
NED2 batch_69f73220ffc08190bfb1b89757efd606 ned_description completed
NEDg batch_69f73195e4d88190ad356d0e3e18d34f nedg completed
Created at: April 9, 2026, 9:39 p.m.