Triple

T21254290
Position Surface form Disambiguated ID Type / Status
Subject Fatemeh Motamed-Arya E523823 entity
Predicate notableWork P4 FINISHED
Object The Need
"The Need" is a notable work by acclaimed Iranian actress Fatemeh Motamed-Arya, recognized for showcasing her dramatic talent in contemporary Iranian cinema.
 E1474736 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: The Need | Statement: [Fatemeh Motamed-Arya, notableWork, The Need]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Need
Context triple: [Fatemeh Motamed-Arya, notableWork, The Need]
  • A. Need That
    "Need That" is a song featured on the R&B group Day26's album "Forever in a Day."
  • B. The Need To Be
    "The Need To Be" is a track from the hip-hop album *Airtight's Revenge* by rapper and producer Bilal, reflecting the record's introspective and experimental soul style.
  • C. Need It
    "Need It" is a hip-hop single by Migos featuring YoungBoy Never Broke Again, known for its aggressive trap production and catchy, boastful lyrics.
  • D. Feel the Need
    "Feel the Need" is a song recorded by the artist known as The Songstress, likely in the R&B or soul genre.
  • E. Need Me
    "Need Me" is a song featured on the album "Revival" by American rapper Eminem.
  • 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: The Need
Triple: [Fatemeh Motamed-Arya, notableWork, The Need]
Generated description
"The Need" is a notable work by acclaimed Iranian actress Fatemeh Motamed-Arya, recognized for showcasing her dramatic talent in contemporary Iranian cinema.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Need
Target entity description: "The Need" is a notable work by acclaimed Iranian actress Fatemeh Motamed-Arya, recognized for showcasing her dramatic talent in contemporary Iranian cinema.
  • A. Need That
    "Need That" is a song featured on the R&B group Day26's album "Forever in a Day."
  • B. The Need To Be
    "The Need To Be" is a track from the hip-hop album *Airtight's Revenge* by rapper and producer Bilal, reflecting the record's introspective and experimental soul style.
  • C. Need It
    "Need It" is a hip-hop single by Migos featuring YoungBoy Never Broke Again, known for its aggressive trap production and catchy, boastful lyrics.
  • D. Feel the Need
    "Feel the Need" is a song recorded by the artist known as The Songstress, likely in the R&B or soul genre.
  • E. Need Me
    "Need Me" is a song featured on the album "Revival" by American rapper Eminem.
  • 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_69e0b5146c108190adc9adb73e90abff completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e735a0391881908e45909e939415a5 completed April 21, 2026, 8:30 a.m.
NED1 Entity disambiguation (via context triple) batch_6a098ff8b2f08190b1961558bb9c11fe completed May 17, 2026, 9:52 a.m.
NEDg Description generation batch_6a0990b9b7c8819094f7db294c2e573d completed May 17, 2026, 9:56 a.m.
NED2 Entity disambiguation (via description) batch_6a0991cdf6408190a590d8907f2fe880 completed May 17, 2026, 10 a.m.
Created at: April 16, 2026, 3:57 p.m.