Triple

T5577980
Position Surface form Disambiguated ID Type / Status
Subject Marc Anthony E146367 entity
Predicate notableWork P4 FINISHED
Object “I Need to Know”
"I Need to Know" is a 1999 Latin pop and salsa-infused hit single by Marc Anthony that helped establish his mainstream crossover success in the English-language market.
E536239 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: “I Need to Know” | Statement: [Marc Anthony, notableWork, “I Need to Know”]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: “I Need to Know”
Context triple: [Marc Anthony, notableWork, “I Need to Know”]
  • A. I Need to Know
    "I Need to Know" is a 1978 rock song by Tom Petty and the Heartbreakers, released as a single from their second album "You're Gonna Get It!".
  • B. 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.
  • C. 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.
  • D. I Want You to Know
    "I Want You to Know" is a 2015 EDM-pop single by Zedd featuring Selena Gomez that became a commercial hit for its catchy, danceable production and emotive vocals.
  • E. Who Knows
    "Who Knows" is a blues-rock song by Jimi Hendrix, performed with his Band of Gypsys and known for its extended improvisation and funk-influenced groove.
  • 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: “I Need to Know”
Triple: [Marc Anthony, notableWork, “I Need to Know”]
Generated description
"I Need to Know" is a 1999 Latin pop and salsa-infused hit single by Marc Anthony that helped establish his mainstream crossover success in the English-language market.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: “I Need to Know”
Target entity description: "I Need to Know" is a 1999 Latin pop and salsa-infused hit single by Marc Anthony that helped establish his mainstream crossover success in the English-language market.
  • A. I Need to Know
    "I Need to Know" is a 1978 rock song by Tom Petty and the Heartbreakers, released as a single from their second album "You're Gonna Get It!".
  • B. 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.
  • C. 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.
  • D. I Want You to Know
    "I Want You to Know" is a 2015 EDM-pop single by Zedd featuring Selena Gomez that became a commercial hit for its catchy, danceable production and emotive vocals.
  • E. Who Knows
    "Who Knows" is a blues-rock song by Jimi Hendrix, performed with his Band of Gypsys and known for its extended improvisation and funk-influenced groove.
  • 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_69c008ffed108190a084602227af6157 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c0206ae4808190971d89243db94475 completed March 22, 2026, 5:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04d26856c8190bdda69a049df1c10 completed March 22, 2026, 8:12 p.m.
NEDg Description generation batch_69c04e879a8c8190942968982223f6e4 completed March 22, 2026, 8:18 p.m.
NED2 Entity disambiguation (via description) batch_69c04f3c31b48190aeefd41bea55d367 completed March 22, 2026, 8:21 p.m.
Created at: March 22, 2026, 3:37 p.m.