Triple

T6248469
Position Surface form Disambiguated ID Type / Status
Subject Shirley Hufstedler E139982 entity
Predicate employer P7 FINISHED
Object Morrison & Foerster
Morrison & Foerster is a major international law firm known for its complex litigation, corporate, and technology-focused legal practices.
 E582259 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: Morrison & Foerster | Statement: [Shirley Hufstedler, employer, Morrison & Foerster]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Morrison & Foerster
Context triple: [Shirley Hufstedler, employer, Morrison & Foerster]
  • A. Covington & Burling
    Covington & Burling is a prominent international law firm based in Washington, D.C., known for its work in regulatory, litigation, and corporate matters.
  • B. O'Melveny & Myers
    O'Melveny & Myers is a major international law firm headquartered in Los Angeles, known for its work in litigation, corporate transactions, and regulatory matters.
  • C. Perkins Coie
    Perkins Coie is a major U.S.-based international law firm known for its work in corporate, litigation, and political law, as well as representing prominent technology companies and political campaigns.
  • D. Skadden, Arps, Slate, Meagher & Flom
    Skadden, Arps, Slate, Meagher & Flom is a leading global law firm known for its work in corporate transactions, mergers and acquisitions, and complex litigation.
  • E. Jones Day
    Jones Day is a major international law firm headquartered in the United States, known for its extensive corporate and litigation practice and significant work in political and governmental matters.
  • 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: Morrison & Foerster
Triple: [Shirley Hufstedler, employer, Morrison & Foerster]
Generated description
Morrison & Foerster is a major international law firm known for its complex litigation, corporate, and technology-focused legal practices.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Morrison & Foerster
Target entity description: Morrison & Foerster is a major international law firm known for its complex litigation, corporate, and technology-focused legal practices.
  • A. Covington & Burling
    Covington & Burling is a prominent international law firm based in Washington, D.C., known for its work in regulatory, litigation, and corporate matters.
  • B. O'Melveny & Myers
    O'Melveny & Myers is a major international law firm headquartered in Los Angeles, known for its work in litigation, corporate transactions, and regulatory matters.
  • C. Perkins Coie
    Perkins Coie is a major U.S.-based international law firm known for its work in corporate, litigation, and political law, as well as representing prominent technology companies and political campaigns.
  • D. Skadden, Arps, Slate, Meagher & Flom
    Skadden, Arps, Slate, Meagher & Flom is a leading global law firm known for its work in corporate transactions, mergers and acquisitions, and complex litigation.
  • E. Jones Day
    Jones Day is a major international law firm headquartered in the United States, known for its extensive corporate and litigation practice and significant work in political and governmental matters.
  • 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_69c008b4858c819095b0199114a9a87b completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c0633a9a048190856d5247d3b28a2e completed March 22, 2026, 9:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69c5191d2d248190b34edca246ee74b8 completed March 26, 2026, 11:31 a.m.
NEDg Description generation batch_69c51ac2c2f88190a4e12725a5044fa9 completed March 26, 2026, 11:38 a.m.
NED2 Entity disambiguation (via description) batch_69c582c674e0819083b3d5c4c7eb7826 completed March 26, 2026, 7:02 p.m.
Created at: March 22, 2026, 4:24 p.m.