Triple

T22421124
Position Surface form Disambiguated ID Type / Status
Subject Jose James E554248 entity
Predicate notableWork P4 FINISHED
Object Love in a Time of Madness
Love in a Time of Madness is a genre-blending 2017 album by jazz and soul vocalist José James that fuses R&B, electronic, and pop influences.
E1536547 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: Love in a Time of Madness | Statement: [Jose James, notableWork, Love in a Time of Madness]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Love in a Time of Madness
Context triple: [Jose James, notableWork, Love in a Time of Madness]
  • A. Lovers in a Dangerous Time
    Lovers in a Dangerous Time is a politically tinged folk-rock song by Canadian singer-songwriter Bruce Cockburn, known for its poetic reflection on love, hope, and resilience amid social and global turmoil.
  • B. Love in the Time of Hysteria
    Love in the Time of Hysteria is a 1991 Mexican romantic comedy film directed by Alfonso Cuarón that follows the chaotic love life of a philandering advertising executive.
  • C. Chronicle of a Love
    Chronicle of a Love is a 1950 Italian film noir–style melodrama directed by Michelangelo Antonioni, often noted as his feature debut and an early showcase of his modernist approach to alienation and relationships.
  • D. The Consequences of Love
    The Consequences of Love is an Italian drama film directed by Paolo Sorrentino that explores loneliness, secrecy, and organized crime through the life of a middle-aged man living in a Swiss hotel.
  • E. A Brilliant Madness
    A Brilliant Madness is Patty Duke’s candid memoir detailing her life, career, and struggles with bipolar disorder.
  • 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: Love in a Time of Madness
Triple: [Jose James, notableWork, Love in a Time of Madness]
Generated description
Love in a Time of Madness is a genre-blending 2017 album by jazz and soul vocalist José James that fuses R&B, electronic, and pop influences.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Love in a Time of Madness
Target entity description: Love in a Time of Madness is a genre-blending 2017 album by jazz and soul vocalist José James that fuses R&B, electronic, and pop influences.
  • A. Lovers in a Dangerous Time
    Lovers in a Dangerous Time is a politically tinged folk-rock song by Canadian singer-songwriter Bruce Cockburn, known for its poetic reflection on love, hope, and resilience amid social and global turmoil.
  • B. Love in the Time of Hysteria
    Love in the Time of Hysteria is a 1991 Mexican romantic comedy film directed by Alfonso Cuarón that follows the chaotic love life of a philandering advertising executive.
  • C. Chronicle of a Love
    Chronicle of a Love is a 1950 Italian film noir–style melodrama directed by Michelangelo Antonioni, often noted as his feature debut and an early showcase of his modernist approach to alienation and relationships.
  • D. The Consequences of Love
    The Consequences of Love is an Italian drama film directed by Paolo Sorrentino that explores loneliness, secrecy, and organized crime through the life of a middle-aged man living in a Swiss hotel.
  • E. A Brilliant Madness
    A Brilliant Madness is Patty Duke’s candid memoir detailing her life, career, and struggles with bipolar disorder.
  • 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_69e11e4f2d0c819091aa3558ea2ee630 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f1594b08d88190bb61a30397d0ffa5 completed April 29, 2026, 1:05 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0af0ee77208190b037b3baea224767 completed May 18, 2026, 10:58 a.m.
NEDg Description generation batch_6a0b08d42f148190a6dafbd6ef40727a completed May 18, 2026, 12:40 p.m.
NED2 Entity disambiguation (via description) batch_6a0b09afe1948190bf7bd09e637e9089 completed May 18, 2026, 12:44 p.m.
Created at: April 16, 2026, 8:46 p.m.