Triple

T7399828
Position Surface form Disambiguated ID Type / Status
Subject Sandy Berger E170716 entity
Predicate precededBy P97 FINISHED
Object Anthony Lake
Anthony Lake is an American diplomat and academic who served as National Security Advisor to President Bill Clinton in the 1990s.
 E662206 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: Anthony Lake | Statement: [Sandy Berger, precededBy, Anthony Lake]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Anthony Lake
Context triple: [Sandy Berger, precededBy, Anthony Lake]
  • A. Les Aspin
    Les Aspin was an American politician and defense policy expert who served as a long-time U.S. Representative from Wisconsin and later as Secretary of Defense under President Bill Clinton.
  • B. Sandy Berger
    Sandy Berger was an American political consultant and lawyer who served as U.S. National Security Advisor under President Bill Clinton.
  • C. Chris Clark
    Chris Clark is a film producer best known for his work on the British spy-comedy sequel "Johnny English Reborn."
  • D. Ian Brzezinski
    Ian Brzezinski is an American foreign policy and defense expert who has held senior roles in U.S. government and at prominent think tanks, particularly on NATO and European security issues.
  • E. Norm Stewart
    Norm Stewart is a Hall of Fame college basketball coach best known for his long, successful tenure leading the University of Missouri Tigers men's basketball program.
  • 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: Anthony Lake
Triple: [Sandy Berger, precededBy, Anthony Lake]
Generated description
Anthony Lake is an American diplomat and academic who served as National Security Advisor to President Bill Clinton in the 1990s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Anthony Lake
Target entity description: Anthony Lake is an American diplomat and academic who served as National Security Advisor to President Bill Clinton in the 1990s.
  • A. Les Aspin
    Les Aspin was an American politician and defense policy expert who served as a long-time U.S. Representative from Wisconsin and later as Secretary of Defense under President Bill Clinton.
  • B. Sandy Berger
    Sandy Berger was an American political consultant and lawyer who served as U.S. National Security Advisor under President Bill Clinton.
  • C. Chris Clark
    Chris Clark is a film producer best known for his work on the British spy-comedy sequel "Johnny English Reborn."
  • D. Ian Brzezinski
    Ian Brzezinski is an American foreign policy and defense expert who has held senior roles in U.S. government and at prominent think tanks, particularly on NATO and European security issues.
  • E. Norm Stewart
    Norm Stewart is a Hall of Fame college basketball coach best known for his long, successful tenure leading the University of Missouri Tigers men's basketball program.
  • 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_69c68a5f04188190ac266569c9280347 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f24dbf288190b8dfea455148841b completed March 27, 2026, 9:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8110b6ffc819080f65c590f6ac156 completed March 28, 2026, 5:34 p.m.
NEDg Description generation batch_69c811c9c5e48190a610d890780c7aa4 completed March 28, 2026, 5:37 p.m.
NED2 Entity disambiguation (via description) batch_69c8128e49948190822787e76b1663a6 completed March 28, 2026, 5:40 p.m.
Created at: March 27, 2026, 3:10 p.m.