Triple

T5628515
Position Surface form Disambiguated ID Type / Status
Subject Talk Is Cheap E147777 entity
Predicate hasTrack P3284 FINISHED
Object Struggle
"Struggle" is a song featured on the album "Talk Is Cheap."
 E534114 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: Struggle | Statement: [Talk Is Cheap, hasTrack, Struggle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Struggle
Context triple: [Talk Is Cheap, hasTrack, Struggle]
  • A. Struggle
    "Struggle" is a roots reggae album by Jamaican musician Bunny Wailer, reflecting his socially conscious lyrics and spiritual themes following his departure from The Wailers.
  • B. Strijdom
    Strijdom is a surname most notably associated with J. G. Strijdom, a former Prime Minister of South Africa and prominent National Party politician.
  • C. Description of a Struggle
    Description of a Struggle is an early, experimental short story by Franz Kafka that explores themes of alienation and existential anxiety through a surreal, fragmented narrative.
  • D. Everyday Struggle
    "Everyday Struggle" is a reflective, narrative-driven track by The Notorious B.I.G. that explores the hardships, violence, and inner turmoil of street life.
  • E. Resistance
    "Resistance" is a roots reggae album by Jamaican musician Burning Spear, reflecting his signature spiritually charged and politically conscious style.
  • 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: Struggle
Triple: [Talk Is Cheap, hasTrack, Struggle]
Generated description
"Struggle" is a song featured on the album "Talk Is Cheap."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Struggle
Target entity description: "Struggle" is a song featured on the album "Talk Is Cheap."
  • A. Struggle
    "Struggle" is a roots reggae album by Jamaican musician Bunny Wailer, reflecting his socially conscious lyrics and spiritual themes following his departure from The Wailers.
  • B. Strijdom
    Strijdom is a surname most notably associated with J. G. Strijdom, a former Prime Minister of South Africa and prominent National Party politician.
  • C. Description of a Struggle
    Description of a Struggle is an early, experimental short story by Franz Kafka that explores themes of alienation and existential anxiety through a surreal, fragmented narrative.
  • D. Everyday Struggle
    "Everyday Struggle" is a reflective, narrative-driven track by The Notorious B.I.G. that explores the hardships, violence, and inner turmoil of street life.
  • E. Resistance
    "Resistance" is a roots reggae album by Jamaican musician Burning Spear, reflecting his signature spiritually charged and politically conscious style.
  • 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_69c00907bc8881909ed760d3ed73ef35 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c0223b1e54819099fe5fc84ed17a88 completed March 22, 2026, 5:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69c02882babc819093c987c745615865 completed March 22, 2026, 5:36 p.m.
NEDg Description generation batch_69c03f8c1a3081908f9d03a6c51d69f0 completed March 22, 2026, 7:14 p.m.
NED2 Entity disambiguation (via description) batch_69c0404f0a3081908850794f9a5cea40 completed March 22, 2026, 7:17 p.m.
Created at: March 22, 2026, 3:40 p.m.