Triple

T12232577
Position Surface form Disambiguated ID Type / Status
Subject Heroes for Hire E291509 entity
Predicate notableMember P10 FINISHED
Object Humbug
Humbug is a lesser-known Marvel Comics character, often portrayed as an entomology-obsessed scientist who gains insect-themed powers and becomes a sometimes-reluctant superhero.
 E971866 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: Humbug | Statement: [Heroes for Hire, notableMember, Humbug]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Humbug
Context triple: [Heroes for Hire, notableMember, Humbug]
  • A. Humbug
    "Humbug" is the third studio album by English rock band Arctic Monkeys, noted for its darker, more experimental sound and production contributions from Josh Homme.
  • B. Hullabaloo
    Hullabaloo was a 1960s American musical variety television show that featured popular rock and pop performers of the era.
  • C. Belaugh
    Belaugh is a small, picturesque village in Norfolk, England, known for its riverside setting within the Norfolk Broads.
  • D. Gagool
    Gagool is a sinister, ancient witch and royal advisor who serves as the primary antagonist in H. Rider Haggard's adventure novel "King Solomon's Mines."
  • E. حي الطريف
    حي الطريف هو حي تاريخي في مدينة الدرعية بالمملكة العربية السعودية يُعد من أبرز مواقع التراث العالمي لليونسكو لكونه مركزاً قديماً لحكم الدولة السعودية الأولى.
  • 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: Humbug
Triple: [Heroes for Hire, notableMember, Humbug]
Generated description
Humbug is a lesser-known Marvel Comics character, often portrayed as an entomology-obsessed scientist who gains insect-themed powers and becomes a sometimes-reluctant superhero.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Humbug
Target entity description: Humbug is a lesser-known Marvel Comics character, often portrayed as an entomology-obsessed scientist who gains insect-themed powers and becomes a sometimes-reluctant superhero.
  • A. Humbug
    "Humbug" is the third studio album by English rock band Arctic Monkeys, noted for its darker, more experimental sound and production contributions from Josh Homme.
  • B. Hullabaloo
    Hullabaloo was a 1960s American musical variety television show that featured popular rock and pop performers of the era.
  • C. Belaugh
    Belaugh is a small, picturesque village in Norfolk, England, known for its riverside setting within the Norfolk Broads.
  • D. Gagool
    Gagool is a sinister, ancient witch and royal advisor who serves as the primary antagonist in H. Rider Haggard's adventure novel "King Solomon's Mines."
  • E. حي الطريف
    حي الطريف هو حي تاريخي في مدينة الدرعية بالمملكة العربية السعودية يُعد من أبرز مواقع التراث العالمي لليونسكو لكونه مركزاً قديماً لحكم الدولة السعودية الأولى.
  • 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_69d6ab668acc8190963ba424049d6aee completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91ca45bd48190b8b7f6b29b6bb25b completed April 10, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60aaf7b348190865a6a1b6de51753 completed May 2, 2026, 2:31 p.m.
NEDg Description generation batch_69f60f2154c8819081f9cf6f51e5255b completed May 2, 2026, 2:50 p.m.
NED2 Entity disambiguation (via description) batch_69f60fe8c2ec8190af7c69dd17ea75fe completed May 2, 2026, 2:53 p.m.
Created at: April 8, 2026, 9:51 p.m.