Triple

T23326639
Position Surface form Disambiguated ID Type / Status
Subject Deacon Blue E591310 entity
Predicate album P1995 FINISHED
Object Fellow Hoodlums
Fellow Hoodlums is a 1991 studio album by Scottish pop-rock band Deacon Blue, noted for its melodic songwriting and reflective, soulful tone.
 E1472215 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: Fellow Hoodlums | Statement: [Deacon Blue, album, Fellow Hoodlums]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Fellow Hoodlums
Context triple: [Deacon Blue, album, Fellow Hoodlums]
  • A. Fellow Hoodlums
    Fellow Hoodlums is a studio album by Scottish singer-songwriter Ricky Ross, best known as the frontman of the band Deacon Blue.
  • B. Saga of a Hoodlum
    Saga of a Hoodlum is a 1993 hardcore East Coast hip hop album by Queensbridge rapper Tragedy Khadafi, noted for its gritty street narratives and boom-bap production.
  • C. In the Hood
    "In the Hood" is a gritty hip-hop track by Wu-Tang Clan that reflects street life themes and appears on their album "Iron Flag."
  • D. Tales from the Hood
    Tales from the Hood is a 1995 horror anthology film that blends supernatural terror with sharp social commentary on racism, violence, and urban life.
  • E. Intelligent Hoodlum
    Intelligent Hoodlum is the early stage name of Tragedy Khadafi, a Queensbridge rapper known for his influential role in the development of East Coast hip hop.
  • 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: Fellow Hoodlums
Triple: [Deacon Blue, album, Fellow Hoodlums]
Generated description
Fellow Hoodlums is a 1991 studio album by Scottish pop-rock band Deacon Blue, noted for its melodic songwriting and reflective, soulful tone.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Fellow Hoodlums
Target entity description: Fellow Hoodlums is a 1991 studio album by Scottish pop-rock band Deacon Blue, noted for its melodic songwriting and reflective, soulful tone.
  • A. Fellow Hoodlums chosen
    Fellow Hoodlums is a studio album by Scottish singer-songwriter Ricky Ross, best known as the frontman of the band Deacon Blue.
  • B. Saga of a Hoodlum
    Saga of a Hoodlum is a 1993 hardcore East Coast hip hop album by Queensbridge rapper Tragedy Khadafi, noted for its gritty street narratives and boom-bap production.
  • C. In the Hood
    "In the Hood" is a gritty hip-hop track by Wu-Tang Clan that reflects street life themes and appears on their album "Iron Flag."
  • D. Tales from the Hood
    Tales from the Hood is a 1995 horror anthology film that blends supernatural terror with sharp social commentary on racism, violence, and urban life.
  • E. Intelligent Hoodlum
    Intelligent Hoodlum is the early stage name of Tragedy Khadafi, a Queensbridge rapper known for his influential role in the development of East Coast hip hop.
  • F. None of above.

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_69e25d1effe4819096907f95f610dbff completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f197eaa7b88190aad2096c110dadea completed April 29, 2026, 5:32 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c4cac21808190b47961f670885aa1 completed May 19, 2026, 11:42 a.m.
NEDg Description generation batch_6a0c4e7c53d0819096e33379351a3c8f completed May 19, 2026, 11:50 a.m.
NED2 Entity disambiguation (via description) batch_6a0c4f26ab808190a7c1b5b73954ef0f completed May 19, 2026, 11:53 a.m.
Created at: April 17, 2026, 5:12 p.m.