Triple

T15876219
Position Surface form Disambiguated ID Type / Status
Subject Forough Farrokhzad E384958 entity
Predicate notableWork P4 FINISHED
Object Let Us Believe in the Beginning of the Cold Season
Let Us Believe in the Beginning of the Cold Season is a celebrated collection of modernist Persian poetry by Iranian poet Forough Farrokhzad, noted for its intimate, existential, and feminist themes.
 E1181040 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: Let Us Believe in the Beginning of the Cold Season | Statement: [Forough Farrokhzad, notableWork, Let Us Believe in the Beginning of the Cold Season]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Let Us Believe in the Beginning of the Cold Season
Context triple: [Forough Farrokhzad, notableWork, Let Us Believe in the Beginning of the Cold Season]
  • A. Coming in from the Cold
    "Coming in from the Cold" is a roots reggae song by Bob Marley & The Wailers, featured on their 1980 album *Uprising* and known for its reflective, socially conscious lyrics.
  • B. Work for the Winter
    Work for the Winter is a notable literary work by English writer and art critic Julian Bell.
  • C. The Coldest Winter
    The Coldest Winter is a crime novel that continues the gritty urban narrative introduced in The Coldest City, delving deeper into its harsh, suspenseful world.
  • D. The Cold and the Dark
    The Cold and the Dark is a 1984 scientific assessment of the potential global climatic and environmental consequences of nuclear war, co-authored by Carl Sagan and colleagues.
  • E. Out in the Cold
    "Out in the Cold" is a song by Tom Petty and the Heartbreakers from their 1991 album "Into the Great Wide Open."
  • 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: Let Us Believe in the Beginning of the Cold Season
Triple: [Forough Farrokhzad, notableWork, Let Us Believe in the Beginning of the Cold Season]
Generated description
Let Us Believe in the Beginning of the Cold Season is a celebrated collection of modernist Persian poetry by Iranian poet Forough Farrokhzad, noted for its intimate, existential, and feminist themes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Let Us Believe in the Beginning of the Cold Season
Target entity description: Let Us Believe in the Beginning of the Cold Season is a celebrated collection of modernist Persian poetry by Iranian poet Forough Farrokhzad, noted for its intimate, existential, and feminist themes.
  • A. Coming in from the Cold
    "Coming in from the Cold" is a roots reggae song by Bob Marley & The Wailers, featured on their 1980 album *Uprising* and known for its reflective, socially conscious lyrics.
  • B. Work for the Winter
    Work for the Winter is a notable literary work by English writer and art critic Julian Bell.
  • C. The Coldest Winter
    The Coldest Winter is a crime novel that continues the gritty urban narrative introduced in The Coldest City, delving deeper into its harsh, suspenseful world.
  • D. The Cold and the Dark
    The Cold and the Dark is a 1984 scientific assessment of the potential global climatic and environmental consequences of nuclear war, co-authored by Carl Sagan and colleagues.
  • E. Out in the Cold
    "Out in the Cold" is a song by Tom Petty and the Heartbreakers from their 1991 album "Into the Great Wide Open."
  • 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_69d86da4e86481909f1325fdc971b5ec completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e155fdc1b881909d1c82c4c66a195a completed April 16, 2026, 9:34 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffa94e9b548190bec74e6d9790d241 completed May 9, 2026, 9:38 p.m.
NEDg Description generation batch_69ffaa07df788190bae67f3d9a800331 completed May 9, 2026, 9:41 p.m.
NED2 Entity disambiguation (via description) batch_69ffaaa92a648190a09829ef3197223c completed May 9, 2026, 9:44 p.m.
Created at: April 10, 2026, 4:51 a.m.