Triple

T7135632
Position Surface form Disambiguated ID Type / Status
Subject David Shire E166298 entity
Predicate notableWork P4 FINISHED
Object “It Goes Like It Goes” (song from Norma Rae, composer)
“It Goes Like It Goes” is an Academy Award–winning ballad from the 1979 film Norma Rae, composed by David Shire with lyrics by Norman Gimbel.
E644468 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: “It Goes Like It Goes” (song from Norma Rae, composer) | Statement: [David Shire, notableWork, “It Goes Like It Goes” (song from Norma Rae, composer)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: “It Goes Like It Goes” (song from Norma Rae, composer)
Context triple: [David Shire, notableWork, “It Goes Like It Goes” (song from Norma Rae, composer)]
  • A. song "Rosie the Riveter"
    The song "Rosie the Riveter" is a World War II-era American popular tune that celebrates and helped popularize the cultural icon of women working in wartime factories and shipyards.
  • B. song "Goodnight and Go"
    "Goodnight and Go" is a dreamy, electronic-infused pop song by Imogen Heap, known for its intricate production, intimate lyrics, and later interpolation by Ariana Grande.
  • C. "He'll Have to Go" by Jim Reeves
    "He'll Have to Go" by Jim Reeves is a classic 1959 country-pop ballad whose smooth production and intimate vocal style helped define the Nashville sound and brought it widespread mainstream success.
  • D. “Fight for You” (Oscar-winning song)
    “Fight for You” is a soulful, politically charged R&B song by H.E.R. written for the film *Judas and the Black Messiah*, which earned widespread acclaim and won the Academy Award for Best Original Song.
  • E. song "Shady Grove"
    "Shady Grove" is a traditional Appalachian folk song popularized in American roots music, notably through Doc Watson’s influential recordings and performances.
  • 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: “It Goes Like It Goes” (song from Norma Rae, composer)
Triple: [David Shire, notableWork, “It Goes Like It Goes” (song from Norma Rae, composer)]
Generated description
“It Goes Like It Goes” is an Academy Award–winning ballad from the 1979 film Norma Rae, composed by David Shire with lyrics by Norman Gimbel.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: “It Goes Like It Goes” (song from Norma Rae, composer)
Target entity description: “It Goes Like It Goes” is an Academy Award–winning ballad from the 1979 film Norma Rae, composed by David Shire with lyrics by Norman Gimbel.
  • A. song "Rosie the Riveter"
    The song "Rosie the Riveter" is a World War II-era American popular tune that celebrates and helped popularize the cultural icon of women working in wartime factories and shipyards.
  • B. song "Goodnight and Go"
    "Goodnight and Go" is a dreamy, electronic-infused pop song by Imogen Heap, known for its intricate production, intimate lyrics, and later interpolation by Ariana Grande.
  • C. "He'll Have to Go" by Jim Reeves
    "He'll Have to Go" by Jim Reeves is a classic 1959 country-pop ballad whose smooth production and intimate vocal style helped define the Nashville sound and brought it widespread mainstream success.
  • D. “Fight for You” (Oscar-winning song)
    “Fight for You” is a soulful, politically charged R&B song by H.E.R. written for the film *Judas and the Black Messiah*, which earned widespread acclaim and won the Academy Award for Best Original Song.
  • E. song "Shady Grove"
    "Shady Grove" is a traditional Appalachian folk song popularized in American roots music, notably through Doc Watson’s influential recordings and performances.
  • 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_69c68884a9388190af42f90d1c1a7151 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e690f954819084b81a555f4cdb5e completed March 27, 2026, 8:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7a348a748819082f87039ea79f251 completed March 28, 2026, 9:45 a.m.
NEDg Description generation batch_69c7a45e81bc8190bf4c47e3bb5fe077 completed March 28, 2026, 9:50 a.m.
NED2 Entity disambiguation (via description) batch_69c7a4f074708190a5ce0a863ffd4f25 completed March 28, 2026, 9:52 a.m.
Created at: March 27, 2026, 2:45 p.m.