Triple

T4553288
Position Surface form Disambiguated ID Type / Status
Subject Harlem World E120418 entity
Predicate hasPart P35 FINISHED
Object 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.
 E451611 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 Be | Statement: [Harlem World, hasPart, I Need to Be]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: I Need to Be
Context triple: [Harlem World, hasPart, I Need to Be]
  • A. You Need Me
    "You Need Me" is a song by Mariah Carey from her self-titled debut album, showcasing her early pop and R&B style and vocal prowess.
  • B. I Need You
    "I Need You" is a song featured on the album "As I Am," likely contributing to the record's emotional and musical themes.
  • C. I Need More
    "I Need More" is a track from The Wallflowers' 2012 album "Glad All Over."
  • D. I Need a Beat
    "I Need a Beat" is an early hip-hop single by LL Cool J that helped launch his career and establish Def Jam Recordings in the mid-1980s.
  • E. It's Gonna Be Me
    "It's Gonna Be Me" is a 2000 pop song by American boy band *NSYNC, best known for its catchy hook, chart-topping success, and enduring status as an internet meme each April 30th.
  • 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 Be
Triple: [Harlem World, hasPart, I Need to Be]
Generated description
"I Need to Be" is a track from Mase's debut studio album "Harlem World," a landmark late-1990s hip-hop release.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: I Need to Be
Target entity description: "I Need to Be" is a track from Mase's debut studio album "Harlem World," a landmark late-1990s hip-hop release.
  • A. You Need Me
    "You Need Me" is a song by Mariah Carey from her self-titled debut album, showcasing her early pop and R&B style and vocal prowess.
  • B. I Need You
    "I Need You" is a song featured on the album "As I Am," likely contributing to the record's emotional and musical themes.
  • C. I Need More
    "I Need More" is a track from The Wallflowers' 2012 album "Glad All Over."
  • D. I Need a Beat
    "I Need a Beat" is an early hip-hop single by LL Cool J that helped launch his career and establish Def Jam Recordings in the mid-1980s.
  • E. It's Gonna Be Me
    "It's Gonna Be Me" is a 2000 pop song by American boy band *NSYNC, best known for its catchy hook, chart-topping success, and enduring status as an internet meme each April 30th.
  • 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_69bd4636f1648190a701445c2fcd9c17 completed March 20, 2026, 1:05 p.m.
NER Named-entity recognition batch_69bd581160e08190b715a8ce5c3e6c9b completed March 20, 2026, 2:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdb95b01b0819094a600752e41aa09 completed March 20, 2026, 9:17 p.m.
NEDg Description generation batch_69bdbdbf73508190b64a78ff9274ee6d completed March 20, 2026, 9:35 p.m.
NED2 Entity disambiguation (via description) batch_69bdbe1bcd8c819094adea59c91c6f5b completed March 20, 2026, 9:37 p.m.
Created at: March 20, 2026, 1:09 p.m.