Triple

T12232594
Position Surface form Disambiguated ID Type / Status
Subject Heroes for Hire E291509 entity
Predicate appearsIn P795 FINISHED
Object Power Man and Iron Fist comics
Power Man and Iron Fist comics is a Marvel Comics series that follows the street-level superhero adventures and partnership of Luke Cage and Danny Rand as they operate a for-hire hero business in New York City.
E971869 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: Power Man and Iron Fist comics | Statement: [Heroes for Hire, appearsIn, Power Man and Iron Fist comics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Power Man and Iron Fist comics
Context triple: [Heroes for Hire, appearsIn, Power Man and Iron Fist comics]
  • A. The Defenders comics
    The Defenders comics is a Marvel Comics series featuring a non-traditional team of superheroes, including characters like Doctor Strange and the Hulk, who unite to confront mystical, cosmic, and unconventional threats.
  • B. Daredevil (comic book stories)
    Daredevil (comic book stories) is a Marvel Comics series following blind lawyer Matt Murdock, who fights crime in Hell’s Kitchen as the acrobatic superhero Daredevil using his heightened remaining senses.
  • C. Marvel's Iron Fist
    Marvel's Iron Fist is a Netflix Marvel series centered on martial artist Danny Rand, who returns to New York City wielding the mystical power of the Iron Fist to fight corruption and reclaim his family's legacy.
  • D. The Iron Fist
    The Iron Fist is the nickname of the 26th Marine Expeditionary Unit, a rapid-response U.S. Marine Corps air-ground task force known for its amphibious and crisis-response capabilities.
  • E. Fantastic Four (various issues)
    Fantastic Four (various issues) refers to the run of Marvel Comics’ flagship superhero team series that Roy Thomas wrote, contributing notable storylines and character developments following the title’s foundational Lee–Kirby era.
  • 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: Power Man and Iron Fist comics
Triple: [Heroes for Hire, appearsIn, Power Man and Iron Fist comics]
Generated description
Power Man and Iron Fist comics is a Marvel Comics series that follows the street-level superhero adventures and partnership of Luke Cage and Danny Rand as they operate a for-hire hero business in New York City.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Power Man and Iron Fist comics
Target entity description: Power Man and Iron Fist comics is a Marvel Comics series that follows the street-level superhero adventures and partnership of Luke Cage and Danny Rand as they operate a for-hire hero business in New York City.
  • A. The Defenders comics
    The Defenders comics is a Marvel Comics series featuring a non-traditional team of superheroes, including characters like Doctor Strange and the Hulk, who unite to confront mystical, cosmic, and unconventional threats.
  • B. Daredevil (comic book stories)
    Daredevil (comic book stories) is a Marvel Comics series following blind lawyer Matt Murdock, who fights crime in Hell’s Kitchen as the acrobatic superhero Daredevil using his heightened remaining senses.
  • C. Marvel's Iron Fist
    Marvel's Iron Fist is a Netflix Marvel series centered on martial artist Danny Rand, who returns to New York City wielding the mystical power of the Iron Fist to fight corruption and reclaim his family's legacy.
  • D. Power Man
    Power Man is the superhero alias of Luke Cage, a Marvel Comics character known for his superhuman strength and unbreakable skin.
  • E. The Iron Fist
    The Iron Fist is the nickname of the 26th Marine Expeditionary Unit, a rapid-response U.S. Marine Corps air-ground task force known for its amphibious and crisis-response capabilities.
  • 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.