Triple

T6478783
Position Surface form Disambiguated ID Type / Status
Subject Outlawz E146136 entity
Predicate memberOf P10 FINISHED
Object Storm
Storm is an American hip hop group best known as part of the extended Outlawz collective associated with Tupac Shakur.
 E597049 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: Storm | Statement: [Outlawz, memberOf, Storm]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Storm
Context triple: [Outlawz, memberOf, Storm]
  • A. Storm
    Storm is a powerful Marvel Comics superhero and longtime member of the X-Men, known for her ability to control the weather.
  • B. Storm
    Storm is a professional rugby league club based in Melbourne, Australia, that competes in the National Rugby League (NRL).
  • C. Storm
    Storm is the middle name of Benjamin Keough, the late grandson of Elvis Presley and son of Lisa Marie Presley.
  • D. Storms
    Storms is a 1989 folk-pop album by American singer-songwriter Nanci Griffith that marked her move toward a more mainstream, polished sound.
  • E. This Storm
    "This Storm" is a dark, intricately plotted historical crime novel by James Ellroy set in World War II–era Los Angeles, blending noir fiction with political conspiracy and social unrest.
  • 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: Storm
Triple: [Outlawz, memberOf, Storm]
Generated description
Storm is an American hip hop group best known as part of the extended Outlawz collective associated with Tupac Shakur.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Storm
Target entity description: Storm is an American hip hop group best known as part of the extended Outlawz collective associated with Tupac Shakur.
  • A. Storm
    Storm is a powerful Marvel Comics superhero and longtime member of the X-Men, known for her ability to control the weather.
  • B. Storm
    Storm is a professional rugby league club based in Melbourne, Australia, that competes in the National Rugby League (NRL).
  • C. Storm
    Storm is the middle name of Benjamin Keough, the late grandson of Elvis Presley and son of Lisa Marie Presley.
  • D. Storms
    Storms is a 1989 folk-pop album by American singer-songwriter Nanci Griffith that marked her move toward a more mainstream, polished sound.
  • E. This Storm
    "This Storm" is a dark, intricately plotted historical crime novel by James Ellroy set in World War II–era Los Angeles, blending noir fiction with political conspiracy and social unrest.
  • 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_69c008fec7408190af7b146dc63d9750 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c06a4d35f08190a94143367b1d45c5 completed March 22, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69c653aa82808190a1e9d420e81d7839 completed March 27, 2026, 9:53 a.m.
NEDg Description generation batch_69c6542017f4819085efe545dd25060f completed March 27, 2026, 9:55 a.m.
NED2 Entity disambiguation (via description) batch_69c656d3533c819091a4255e354eccab completed March 27, 2026, 10:07 a.m.
Created at: March 22, 2026, 4:51 p.m.