Triple

T2643814
Position Surface form Disambiguated ID Type / Status
Subject A Dream Is a Wish Your Heart Makes E62938 entity
Predicate composer P1361 FINISHED
Object Al Hoffman
Al Hoffman was a prolific American songwriter best known for co-writing numerous popular standards and classic Disney songs in the mid-20th century.
E357422 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: Al Hoffman | Statement: [A Dream Is a Wish Your Heart Makes, composer, Al Hoffman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Al Hoffman
Context triple: [A Dream Is a Wish Your Heart Makes, composer, Al Hoffman]
  • A. Rob Hoffman
    Rob Hoffman is a music producer best known for his work in hip-hop and R&B, including collaborations with prominent artists in the genre.
  • B. Max Hoffmann
    Max Hoffmann was a German general and strategist in World War I, noted for his key role on the Eastern Front and in shaping the harsh peace terms imposed on Soviet Russia.
  • C. Ed Hoffman
    Ed Hoffman is a manipulative and high-ranking CIA handler in the espionage thriller "Body of Lies," known for orchestrating covert operations from a distance.
  • D. Fred Schuler
    Fred Schuler is a cinematographer best known for his work on films such as the 1980 comedy "Stir Crazy."
  • E. Anthony Kilhoffer
    Anthony Kilhoffer is a Grammy-winning American record producer and audio engineer known for his extensive work with artists like Kanye West and other major hip-hop and pop acts.
  • 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: Al Hoffman
Triple: [A Dream Is a Wish Your Heart Makes, composer, Al Hoffman]
Generated description
Al Hoffman was a prolific American songwriter best known for co-writing numerous popular standards and classic Disney songs in the mid-20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Al Hoffman
Target entity description: Al Hoffman was a prolific American songwriter best known for co-writing numerous popular standards and classic Disney songs in the mid-20th century.
  • A. Rob Hoffman
    Rob Hoffman is a music producer best known for his work in hip-hop and R&B, including collaborations with prominent artists in the genre.
  • B. Max Hoffmann
    Max Hoffmann was a German general and strategist in World War I, noted for his key role on the Eastern Front and in shaping the harsh peace terms imposed on Soviet Russia.
  • C. Ed Hoffman
    Ed Hoffman is a manipulative and high-ranking CIA handler in the espionage thriller "Body of Lies," known for orchestrating covert operations from a distance.
  • D. Fred Schuler
    Fred Schuler is a cinematographer best known for his work on films such as the 1980 comedy "Stir Crazy."
  • E. Anthony Kilhoffer
    Anthony Kilhoffer is a Grammy-winning American record producer and audio engineer known for his extensive work with artists like Kanye West and other major hip-hop and pop acts.
  • 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_69ab4c3f2dcc819082df80f5e032f690 completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abd90046dc81908bab3440733f1e98 completed March 7, 2026, 7:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69b3544e32a0819087d554982f443b1d completed March 13, 2026, 12:03 a.m.
NEDg Description generation batch_69b358312fc881908d0f56ab1f56e78c completed March 13, 2026, 12:20 a.m.
NED2 Entity disambiguation (via description) batch_69b358e305548190b861e5ecbb59fa56 completed March 13, 2026, 12:22 a.m.
Created at: March 6, 2026, 9:53 p.m.