Triple

T23481466
Position Surface form Disambiguated ID Type / Status
Subject The Morning After E570416 entity
Predicate hasLyricsBy P1141 FINISHED
Object Joel Hirschhorn
Joel Hirschhorn was an American songwriter and composer best known for his Academy Award–winning film songs, often written with his partner Al Kasha.
E1588116 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: Joel Hirschhorn | Statement: [The Morning After, hasLyricsBy, Joel Hirschhorn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Joel Hirschhorn
Context triple: [The Morning After, hasLyricsBy, Joel Hirschhorn]
  • A. Aaron Hirschhorn
    Aaron Hirschhorn was an American entrepreneur best known as the founder of the pet-sitting marketplace DogVacay and later as an investor on “Shark Tank.”
  • B. David Julian Hirsh
    David Julian Hirsh is a Canadian actor known for his work in television and film, including prominent roles in series such as Hawthorne.
  • C. James Lindenbaum
    James Lindenbaum is a technology entrepreneur best known as a co-founder of the cloud platform-as-a-service company Heroku.
  • D. Robert Weinberg
    Robert Weinberg is a prominent American cancer biologist best known for his pioneering work on oncogenes and tumor suppressor genes, which helped establish the molecular basis of cancer.
  • E. Steven G. Ehrlich
    Steven G. Ehrlich is an American jurist who served as a justice on the Florida Supreme Court.
  • 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: Joel Hirschhorn
Triple: [The Morning After, hasLyricsBy, Joel Hirschhorn]
Generated description
Joel Hirschhorn was an American songwriter and composer best known for his Academy Award–winning film songs, often written with his partner Al Kasha.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Joel Hirschhorn
Target entity description: Joel Hirschhorn was an American songwriter and composer best known for his Academy Award–winning film songs, often written with his partner Al Kasha.
  • A. Aaron Hirschhorn
    Aaron Hirschhorn was an American entrepreneur best known as the founder of the pet-sitting marketplace DogVacay and later as an investor on “Shark Tank.”
  • B. David Julian Hirsh
    David Julian Hirsh is a Canadian actor known for his work in television and film, including prominent roles in series such as Hawthorne.
  • C. James Lindenbaum
    James Lindenbaum is a technology entrepreneur best known as a co-founder of the cloud platform-as-a-service company Heroku.
  • D. Robert Weinberg
    Robert Weinberg is a prominent American cancer biologist best known for his pioneering work on oncogenes and tumor suppressor genes, which helped establish the molecular basis of cancer.
  • E. Steven G. Ehrlich
    Steven G. Ehrlich is an American jurist who served as a justice on the Florida Supreme Court.
  • 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_69e245af8a88819084f2704f6d265a92 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1a75002008190b02fbffd94e5e8b1 completed April 29, 2026, 6:38 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c8266463881908b57b239baf344c0 completed May 19, 2026, 3:31 p.m.
NEDg Description generation batch_6a0ca6f06a348190bfdba0452077f45b completed May 19, 2026, 6:07 p.m.
NED2 Entity disambiguation (via description) batch_6a0ca7bdf7f08190b50191b029480fc5 completed May 19, 2026, 6:11 p.m.
Created at: April 17, 2026, 6:03 p.m.