Triple

T9114140
Position Surface form Disambiguated ID Type / Status
Subject Underworld E218681 entity
Predicate notableWork P4 FINISHED
Object Barbara Barbara, We Face a Shining Future
"Barbara Barbara, We Face a Shining Future" is a 2016 studio album by British electronic music group Underworld, noted for its atmospheric production and reflective, mature songwriting.
 E779306 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: Barbara Barbara, We Face a Shining Future | Statement: [Underworld, notableWork, Barbara Barbara, We Face a Shining Future]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Barbara Barbara, We Face a Shining Future
Context triple: [Underworld, notableWork, Barbara Barbara, We Face a Shining Future]
  • A. Barbara
    Barbara is a station on Paris Métro Line 4 serving the southern suburbs of the French capital.
  • B. Barbara
    Barbara is a feminine given name of Greek origin that has been widely used in many cultures and languages.
  • C. Barbara Barb
    Barbara Barb was the wife of American cartoonist Charles Addams, creator of the macabre Addams Family.
  • D. Gala
    Gala was the Russian-born muse, model, and wife of surrealist painter Salvador Dalí, renowned for her profound influence on his life and work.
  • E. Gala
    Gala was a Numidian king of the Massylii tribe in North Africa during the 3rd century BCE, known for his role in the power dynamics surrounding Carthage and Rome before and during the Second Punic War.
  • 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: Barbara Barbara, We Face a Shining Future
Triple: [Underworld, notableWork, Barbara Barbara, We Face a Shining Future]
Generated description
"Barbara Barbara, We Face a Shining Future" is a 2016 studio album by British electronic music group Underworld, noted for its atmospheric production and reflective, mature songwriting.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Barbara Barbara, We Face a Shining Future
Target entity description: "Barbara Barbara, We Face a Shining Future" is a 2016 studio album by British electronic music group Underworld, noted for its atmospheric production and reflective, mature songwriting.
  • A. Barbara
    Barbara is a station on Paris Métro Line 4 serving the southern suburbs of the French capital.
  • B. Barbara
    Barbara is a feminine given name of Greek origin that has been widely used in many cultures and languages.
  • C. Barbara Barb
    Barbara Barb was the wife of American cartoonist Charles Addams, creator of the macabre Addams Family.
  • D. Gala
    Gala was the Russian-born muse, model, and wife of surrealist painter Salvador Dalí, renowned for her profound influence on his life and work.
  • E. Gala
    Gala was a Numidian king of the Massylii tribe in North Africa during the 3rd century BCE, known for his role in the power dynamics surrounding Carthage and Rome before and during the Second Punic War.
  • 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_69ca83dc94ac8190b9ef42684d36ff39 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cca84c209c8190b082a9b8499bedf7 completed April 1, 2026, 5:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0305eb6e081908edba0ddab25e209 completed April 3, 2026, 9:25 p.m.
NEDg Description generation batch_69d032eb2e708190b2d265ad7b49d084 completed April 3, 2026, 9:36 p.m.
NED2 Entity disambiguation (via description) batch_69d0337057048190af062152688599a1 completed April 3, 2026, 9:38 p.m.
Created at: March 30, 2026, 7:16 p.m.