Triple

T12545163
Position Surface form Disambiguated ID Type / Status
Subject Ken Starr E299941 entity
Predicate employer P7 FINISHED
Object Kirkland & Ellis
Kirkland & Ellis is a prominent American law firm known for its work in corporate, litigation, and restructuring matters for major global clients.
E989204 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: Kirkland & Ellis | Statement: [Ken Starr, employer, Kirkland & Ellis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kirkland & Ellis
Context triple: [Ken Starr, employer, Kirkland & Ellis]
  • A. Latham & Watkins
    Latham & Watkins is a leading global law firm known for its extensive corporate, finance, and litigation practices across major financial and business centers worldwide.
  • B. King & Spalding
    King & Spalding is a prominent international law firm headquartered in Atlanta, known for its work in litigation, regulatory, and corporate matters.
  • C. 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.
  • D. McDermott Will & Emery
    McDermott Will & Emery is a major international law firm known for its corporate, tax, health care, and litigation practices.
  • 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: Kirkland & Ellis
Triple: [Ken Starr, employer, Kirkland & Ellis]
Generated description
Kirkland & Ellis is a prominent American law firm known for its work in corporate, litigation, and restructuring matters for major global clients.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kirkland & Ellis
Target entity description: Kirkland & Ellis is a prominent American law firm known for its work in corporate, litigation, and restructuring matters for major global clients.
  • A. Latham & Watkins
    Latham & Watkins is a leading global law firm known for its extensive corporate, finance, and litigation practices across major financial and business centers worldwide.
  • B. King & Spalding
    King & Spalding is a prominent international law firm headquartered in Atlanta, known for its work in litigation, regulatory, and corporate matters.
  • C. 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.
  • D. McDermott Will & Emery
    McDermott Will & Emery is a major international law firm known for its corporate, tax, health care, and litigation practices.
  • 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_69d6ada707008190aaec1238117c9379 completed April 8, 2026, 7:33 p.m.
NER Named-entity recognition batch_69d9547f9a1c81908f54c58a116a8446 completed April 10, 2026, 7:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f655801cac8190b1f9a72f8fed0399 completed May 2, 2026, 7:50 p.m.
NEDg Description generation batch_69f6566f40c08190baec227fb660c948 completed May 2, 2026, 7:54 p.m.
NED2 Entity disambiguation (via description) batch_69f657aa1bf48190a884e0dfce31e30e completed May 2, 2026, 7:59 p.m.
Created at: April 8, 2026, 9:57 p.m.