Triple

T2378104
Position Surface form Disambiguated ID Type / Status
Subject The Last Five Years E46245 entity
Predicate song P20452 FINISHED
Object Nobody Needs to Know
"Nobody Needs to Know" is a poignant solo number from the musical *The Last Five Years* in which the character Jamie grapples with guilt and infidelity near the end of his marriage.
E260706 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: Nobody Needs to Know | Statement: [The Last Five Years, song, Nobody Needs to Know]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nobody Needs to Know
Context triple: [The Last Five Years, song, Nobody Needs to Know]
  • A. No One Knows
    "No One Knows" is a hit rock single by Queens of the Stone Age, known for its driving riff, enigmatic lyrics, and prominence on their breakthrough album "Songs for the Deaf."
  • B. She Don’t Have to Know
    "She Don’t Have to Know" is an R&B song by John Legend from his debut studio album "Get Lifted," known for its soulful vocals and themes of secret romance.
  • C. I Know What You Need
    "I Know What You Need" is a psychological horror short story by Stephen King about a college student who discovers the dark, supernatural source of her seemingly perfect boyfriend’s ability to anticipate her desires.
  • D. You Don’t Know
    "You Don’t Know" is an emotional song from the rock musical *Next to Normal* that explores family tension and the impact of mental illness.
  • E. One of Us Must Know (Sooner or Later)
    "One of Us Must Know (Sooner or Later)" is a 1966 Bob Dylan song noted for its emotional lyrics and dynamic piano-driven arrangement.
  • 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: Nobody Needs to Know
Triple: [The Last Five Years, song, Nobody Needs to Know]
Generated description
"Nobody Needs to Know" is a poignant solo number from the musical *The Last Five Years* in which the character Jamie grapples with guilt and infidelity near the end of his marriage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nobody Needs to Know
Target entity description: "Nobody Needs to Know" is a poignant solo number from the musical *The Last Five Years* in which the character Jamie grapples with guilt and infidelity near the end of his marriage.
  • A. No One Knows
    "No One Knows" is a hit rock single by Queens of the Stone Age, known for its driving riff, enigmatic lyrics, and prominence on their breakthrough album "Songs for the Deaf."
  • B. She Don’t Have to Know
    "She Don’t Have to Know" is an R&B song by John Legend from his debut studio album "Get Lifted," known for its soulful vocals and themes of secret romance.
  • C. I Know What You Need
    "I Know What You Need" is a psychological horror short story by Stephen King about a college student who discovers the dark, supernatural source of her seemingly perfect boyfriend’s ability to anticipate her desires.
  • D. You Don’t Know
    "You Don’t Know" is an emotional song from the rock musical *Next to Normal* that explores family tension and the impact of mental illness.
  • E. One of Us Must Know (Sooner or Later)
    "One of Us Must Know (Sooner or Later)" is a 1966 Bob Dylan song noted for its emotional lyrics and dynamic piano-driven arrangement.
  • 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_69a88a1554a48190a0180682bcf099be completed March 4, 2026, 7:37 p.m.
NER Named-entity recognition batch_69abc79610e8819084abfbccd1dc67c0 completed March 7, 2026, 6:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69aea8af12bc8190a6667beb729406a3 completed March 9, 2026, 11:02 a.m.
NEDg Description generation batch_69aeab34e4d0819088a24121785f81c6 completed March 9, 2026, 11:12 a.m.
NED2 Entity disambiguation (via description) batch_69aeabcae91c81908b2197ce0ef7eaa9 completed March 9, 2026, 11:15 a.m.
Created at: March 4, 2026, 7:57 p.m.