Triple

T14654149
Position Surface form Disambiguated ID Type / Status
Subject Jennifer Walters (MCU) E344065 entity
Predicate affiliation P10 FINISHED
Object GLK&H Superhuman Law Division
GLK&H Superhuman Law Division is a specialized legal department in the Marvel Cinematic Universe that handles cases involving superpowered individuals and other extraordinary legal matters.
E1112056 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: GLK&H Superhuman Law Division | Statement: [Jennifer Walters (MCU), affiliation, GLK&H Superhuman Law Division]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: GLK&H Superhuman Law Division
Context triple: [Jennifer Walters (MCU), affiliation, GLK&H Superhuman Law Division]
  • A. Gery & Associates
    Gery & Associates is a professional firm that employs Derek Charles, likely operating in a corporate or legal services context.
  • B. Russell Diplock & Associates
    Russell Diplock & Associates is an architectural firm known for designing major public and commercial buildings in the United Kingdom, including prominent venues such as the Brighton Centre.
  • C. Loebl Schlossman & Hackl
    Loebl Schlossman & Hackl is a Chicago-based architectural firm known for designing prominent commercial and high-rise buildings.
  • D. The Cochran Firm
    The Cochran Firm is a prominent American law firm known for civil rights, personal injury, and criminal defense work, originally established by famed attorney Johnnie Cochran.
  • E. Greenlaw
    Greenlaw is a small historic town in the Scottish Borders that once served as the county town of Berwickshire.
  • 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: GLK&H Superhuman Law Division
Triple: [Jennifer Walters (MCU), affiliation, GLK&H Superhuman Law Division]
Generated description
GLK&H Superhuman Law Division is a specialized legal department in the Marvel Cinematic Universe that handles cases involving superpowered individuals and other extraordinary legal matters.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: GLK&H Superhuman Law Division
Target entity description: GLK&H Superhuman Law Division is a specialized legal department in the Marvel Cinematic Universe that handles cases involving superpowered individuals and other extraordinary legal matters.
  • A. Gery & Associates
    Gery & Associates is a professional firm that employs Derek Charles, likely operating in a corporate or legal services context.
  • B. Russell Diplock & Associates
    Russell Diplock & Associates is an architectural firm known for designing major public and commercial buildings in the United Kingdom, including prominent venues such as the Brighton Centre.
  • C. Loebl Schlossman & Hackl
    Loebl Schlossman & Hackl is a Chicago-based architectural firm known for designing prominent commercial and high-rise buildings.
  • D. The Cochran Firm
    The Cochran Firm is a prominent American law firm known for civil rights, personal injury, and criminal defense work, originally established by famed attorney Johnnie Cochran.
  • E. Greenlaw
    Greenlaw is a small historic town in the Scottish Borders that once served as the county town of Berwickshire.
  • 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_69d822e1a2cc81908e5bb93cf61ce3cc completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb518f7dc8190877997ea4cd3eed2 completed April 14, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdd5db85648190b0e5b1c0827fa9f4 completed May 8, 2026, 12:23 p.m.
NEDg Description generation batch_69fdd6ed699c8190919677dcdf2d24d9 completed May 8, 2026, 12:28 p.m.
NED2 Entity disambiguation (via description) batch_69fdd79198108190a3e640eca97b082b completed May 8, 2026, 12:31 p.m.
Created at: April 10, 2026, 1:27 a.m.