Triple

T12395868
Position Surface form Disambiguated ID Type / Status
Subject M.P.G. E296112 entity
Predicate hasTrack P3284 FINISHED
Object Seek and You Shall Find
"Seek and You Shall Find" is a song featured on the album *M.P.G.* by soul singer Marvin Gaye.
E982927 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: Seek and You Shall Find | Statement: [M.P.G., hasTrack, Seek and You Shall Find]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Seek and You Shall Find
Context triple: [M.P.G., hasTrack, Seek and You Shall Find]
  • A. Those Who Seek
    "Those Who Seek" is a Soviet-era novel by Daniil Granin that explores the moral and personal dilemmas of scientists and engineers working within the constraints of a bureaucratic system.
  • B. A Quest for More
    A Quest for More is a Christian living book by pastor and counselor Paul David Tripp that explores humanity’s innate longing for transcendence and purpose in light of God’s kingdom.
  • C. Seeking The Gold
    Seeking The Gold was a prominent American Thoroughbred racehorse and influential sire known for producing multiple top-class runners worldwide.
  • D. The Lost Found
    The Lost Found is a painting by Victorian artist Abraham Solomon, recognized for its detailed narrative style and emotional depiction of everyday life.
  • E. In Search of the Light
    In Search of the Light is a book by psychologist and skeptic Susan Blackmore that explores consciousness, paranormal claims, and the scientific investigation of extraordinary experiences.
  • 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: Seek and You Shall Find
Triple: [M.P.G., hasTrack, Seek and You Shall Find]
Generated description
"Seek and You Shall Find" is a song featured on the album *M.P.G.* by soul singer Marvin Gaye.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Seek and You Shall Find
Target entity description: "Seek and You Shall Find" is a song featured on the album *M.P.G.* by soul singer Marvin Gaye.
  • A. Those Who Seek
    "Those Who Seek" is a Soviet-era novel by Daniil Granin that explores the moral and personal dilemmas of scientists and engineers working within the constraints of a bureaucratic system.
  • B. A Quest for More
    A Quest for More is a Christian living book by pastor and counselor Paul David Tripp that explores humanity’s innate longing for transcendence and purpose in light of God’s kingdom.
  • C. Seeking The Gold
    Seeking The Gold was a prominent American Thoroughbred racehorse and influential sire known for producing multiple top-class runners worldwide.
  • D. The Lost Found
    The Lost Found is a painting by Victorian artist Abraham Solomon, recognized for its detailed narrative style and emotional depiction of everyday life.
  • E. In Search of the Light
    In Search of the Light is a book by psychologist and skeptic Susan Blackmore that explores consciousness, paranormal claims, and the scientific investigation of extraordinary experiences.
  • 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_69d6ad9e653c8190b1473c860ee53dae completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d93fd33f048190b205fd21dc513f6a completed April 10, 2026, 6:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6347e27b4819085494babfe180488 completed May 2, 2026, 5:29 p.m.
NEDg Description generation batch_69f63674aa3c81908ba82a9d246b3b3a completed May 2, 2026, 5:37 p.m.
NED2 Entity disambiguation (via description) batch_69f63a9b32fc8190ab98492ff91d2a66 completed May 2, 2026, 5:55 p.m.
Created at: April 8, 2026, 9:54 p.m.