Triple

T4869030
Position Surface form Disambiguated ID Type / Status
Subject Listen to Her Heart E109040 entity
Predicate follows P134 FINISHED
Object 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!".
 E477267 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: [Listen to Her Heart, follows, I Need to Know]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: I Need to Know
Context triple: [Listen to Her Heart, follows, I Need to Know]
  • A. 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.
  • B. I Need More
    "I Need More" is a track from The Wallflowers' 2012 album "Glad All Over."
  • C. 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.
  • D. 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.
  • E. I Need to Be
    "I Need to Be" is a track from Mase's debut studio album "Harlem World," a landmark late-1990s hip-hop release.
  • 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: [Listen to Her Heart, follows, I Need to Know]
Generated description
"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!".
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 1978 rock song by Tom Petty and the Heartbreakers, released as a single from their second album "You're Gonna Get It!".
  • A. 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.
  • B. I Need More
    "I Need More" is a track from The Wallflowers' 2012 album "Glad All Over."
  • C. 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.
  • D. 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.
  • E. I Need to Be
    "I Need to Be" is a track from Mase's debut studio album "Harlem World," a landmark late-1990s hip-hop release.
  • 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_69bd440d96a48190b0c87069adef2af1 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6d7d809081909fc7c80c56f72840 completed March 20, 2026, 3:53 p.m.
NED1 Entity disambiguation (via context triple) batch_69be67ea7cd88190b89f5cc1d85c1994 completed March 21, 2026, 9:42 a.m.
NEDg Description generation batch_69be6a22858081909be389f3d40e518c completed March 21, 2026, 9:51 a.m.
NED2 Entity disambiguation (via description) batch_69be6a8131ec8190bf9ccf3eea10ce83 completed March 21, 2026, 9:53 a.m.
Created at: March 20, 2026, 1:27 p.m.