Triple

T797483
Position Surface form Disambiguated ID Type / Status
Subject Ron Klain E17054 entity
Predicate employer P7 FINISHED
Object Alston & Bird
Alston & Bird is a major U.S.-based law firm known for its corporate, litigation, and regulatory practices and its strong presence in Washington, D.C. and other key markets.
 E95717 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: Alston & Bird | Statement: [Ron Klain, employer, Alston & Bird]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Alston & Bird
Context triple: [Ron Klain, employer, Alston & Bird]
  • A. 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.
  • B. 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.
  • 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. Sidley Austin LLP
    Sidley Austin LLP is a major international law firm headquartered in Chicago, known for its corporate, litigation, and regulatory practices.
  • E. Phillips Lytle LLP
    Phillips Lytle LLP is a U.S.-based law firm known for providing full-service business and litigation counsel to corporate, institutional, and government clients.
  • 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: Alston & Bird
Triple: [Ron Klain, employer, Alston & Bird]
Generated description
Alston & Bird is a major U.S.-based law firm known for its corporate, litigation, and regulatory practices and its strong presence in Washington, D.C. and other key markets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Alston & Bird
Target entity description: Alston & Bird is a major U.S.-based law firm known for its corporate, litigation, and regulatory practices and its strong presence in Washington, D.C. and other key markets.
  • A. 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.
  • B. 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.
  • 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. Sidley Austin LLP
    Sidley Austin LLP is a major international law firm headquartered in Chicago, known for its corporate, litigation, and regulatory practices.
  • E. Phillips Lytle LLP
    Phillips Lytle LLP is a U.S.-based law firm known for providing full-service business and litigation counsel to corporate, institutional, and government clients.
  • 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_69a49378b9c48190adbf5f62e5b7aca1 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a7b342888190a344fe81a2c9f33c completed March 1, 2026, 8:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69a689227bfc8190a4378f0093dca7ef completed March 3, 2026, 7:09 a.m.
NEDg Description generation batch_69a689c9974c819082082cd83fe46cbc completed March 3, 2026, 7:12 a.m.
NED2 Entity disambiguation (via description) batch_69a6d763a7848190ba4d5266d581acdb completed March 3, 2026, 12:43 p.m.
Created at: March 1, 2026, 7:38 p.m.