Triple

T9133578
Position Surface form Disambiguated ID Type / Status
Subject Secret Invasion E219147 entity
Predicate featuresSpecies P7733 FINISHED
Object Skrulls
Skrulls are a fictional race of green-skinned, shape-shifting extraterrestrials in Marvel Comics and related media, often depicted as infiltrators and antagonists in stories involving Earth’s heroes.
 E780881 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: Skrulls | Statement: [Secret Invasion, featuresSpecies, Skrulls]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Skrulls
Context triple: [Secret Invasion, featuresSpecies, Skrulls]
  • A. Chitauri
    The Chitauri are a militaristic alien race in the Marvel Cinematic Universe that serve as a conquering army for Thanos and invade Earth in the Battle of New York.
  • B. Ravagers (Marvel Cinematic Universe)
    The Ravagers in the Marvel Cinematic Universe are a loose confederation of spacefaring pirate-mercenaries led by figures like Yondu Udonta, known for their rough code of honor and frequent clashes and alliances with the Guardians of the Galaxy.
  • C. Sontarans
    The Sontarans are a militaristic, clone-based alien race from the Doctor Who universe, obsessed with warfare and honor and frequently serving as recurring antagonists to the Doctor.
  • D. Nadruvians
    The Nadruvians were a Baltic tribe that formed part of the Old Prussian people, inhabiting the region of Nadruvia in what is now northeastern Poland and the Kaliningrad Oblast of Russia.
  • E. Kree Empire
    The Kree Empire is a powerful, militaristic interstellar civilization in the Marvel universe, known for its advanced technology, rigid hierarchy, and frequent conflicts with other cosmic races.
  • 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: Skrulls
Triple: [Secret Invasion, featuresSpecies, Skrulls]
Generated description
Skrulls are a fictional race of green-skinned, shape-shifting extraterrestrials in Marvel Comics and related media, often depicted as infiltrators and antagonists in stories involving Earth’s heroes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Skrulls
Target entity description: Skrulls are a fictional race of green-skinned, shape-shifting extraterrestrials in Marvel Comics and related media, often depicted as infiltrators and antagonists in stories involving Earth’s heroes.
  • A. Chitauri
    The Chitauri are a militaristic alien race in the Marvel Cinematic Universe that serve as a conquering army for Thanos and invade Earth in the Battle of New York.
  • B. Ravagers (Marvel Cinematic Universe)
    The Ravagers in the Marvel Cinematic Universe are a loose confederation of spacefaring pirate-mercenaries led by figures like Yondu Udonta, known for their rough code of honor and frequent clashes and alliances with the Guardians of the Galaxy.
  • C. Sontarans
    The Sontarans are a militaristic, clone-based alien race from the Doctor Who universe, obsessed with warfare and honor and frequently serving as recurring antagonists to the Doctor.
  • D. Nadruvians
    The Nadruvians were a Baltic tribe that formed part of the Old Prussian people, inhabiting the region of Nadruvia in what is now northeastern Poland and the Kaliningrad Oblast of Russia.
  • E. Kree Empire
    The Kree Empire is a powerful, militaristic interstellar civilization in the Marvel universe, known for its advanced technology, rigid hierarchy, and frequent conflicts with other cosmic races.
  • 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_69ca83debfc0819095800583e97ab10f completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cca8dccecc81908d8fc641c419ca6a completed April 1, 2026, 5:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69d047e5ad5481909b7e62bee4d57492 completed April 3, 2026, 11:06 p.m.
NEDg Description generation batch_69d048dbcfe08190afb6ee816e22ddfc completed April 3, 2026, 11:10 p.m.
NED2 Entity disambiguation (via description) batch_69d049b159d08190ad426bb7f9bcafb1 completed April 3, 2026, 11:13 p.m.
Created at: March 30, 2026, 7:18 p.m.