Triple

T7399821
Position Surface form Disambiguated ID Type / Status
Subject Sandy Berger E170716 entity
Predicate spouse P13 FINISHED
Object Susan Harrison Berger
Susan Harrison Berger is known as the wife of the late Sandy Berger, who served as U.S. National Security Advisor under President Bill Clinton.
 E662205 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: Susan Harrison Berger | Statement: [Sandy Berger, spouse, Susan Harrison Berger]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Susan Harrison Berger
Context triple: [Sandy Berger, spouse, Susan Harrison Berger]
  • A. Anne Neuberger
    Anne Neuberger is an American national security official known for her leadership in U.S. cybersecurity and technology policy at the highest levels of government.
  • B. Ellen Tauscher
    Ellen Tauscher was an American Democratic politician and former U.S. Representative from California who later served in senior national security and arms control roles in the Obama administration.
  • C. Mary Kay Adelman
    Mary Kay Adelman is the wife of former NBA head coach Rick Adelman and has been involved in various charitable and community activities alongside him.
  • D. Margaret Sixel
    Margaret Sixel is an Academy Award–winning film editor best known for her dynamic, high-intensity work on action films such as Mad Max: Fury Road.
  • E. Amy Pope
    Amy Pope is an American lawyer and former White House official who serves as the Director General of the International Organization for Migration, leading global efforts on migration governance and humanitarian response.
  • 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: Susan Harrison Berger
Triple: [Sandy Berger, spouse, Susan Harrison Berger]
Generated description
Susan Harrison Berger is known as the wife of the late Sandy Berger, who served as U.S. National Security Advisor under President Bill Clinton.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Susan Harrison Berger
Target entity description: Susan Harrison Berger is known as the wife of the late Sandy Berger, who served as U.S. National Security Advisor under President Bill Clinton.
  • A. Anne Neuberger
    Anne Neuberger is an American national security official known for her leadership in U.S. cybersecurity and technology policy at the highest levels of government.
  • B. Ellen Tauscher
    Ellen Tauscher was an American Democratic politician and former U.S. Representative from California who later served in senior national security and arms control roles in the Obama administration.
  • C. Mary Kay Adelman
    Mary Kay Adelman is the wife of former NBA head coach Rick Adelman and has been involved in various charitable and community activities alongside him.
  • D. Margaret Sixel
    Margaret Sixel is an Academy Award–winning film editor best known for her dynamic, high-intensity work on action films such as Mad Max: Fury Road.
  • E. Amy Pope
    Amy Pope is an American lawyer and former White House official who serves as the Director General of the International Organization for Migration, leading global efforts on migration governance and humanitarian response.
  • 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.