Triple

T5378859
Position Surface form Disambiguated ID Type / Status
Subject United States Deputy National Security Advisor E113029 entity
Predicate positionHeldBy P8 FINISHED
Object Samuel Berger
Samuel Berger was an American political consultant and foreign policy advisor who served as National Security Advisor to President Bill Clinton in the late 1990s.
 E517522 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: Samuel Berger | Statement: [United States Deputy National Security Advisor, positionHeldBy, Samuel Berger]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Samuel Berger
Context triple: [United States Deputy National Security Advisor, positionHeldBy, Samuel Berger]
  • A. Sidney Verba
    Sidney Verba was a prominent American political scientist renowned for his pioneering work on political participation, comparative politics, and civic culture.
  • B. Walter Marks
    Walter Marks is a notable individual recognized for his contributions in his professional field, which have made his name significant enough to be distinctly recorded.
  • C. Alan E. Nourse
    Alan E. Nourse was an American science fiction author and physician known for works that often explored medical and social themes, including the novel "The Bladerunner."
  • D. John Baron
    John Baron is a fictional character who serves as the central protagonist in the work titled "Suddenly."
  • E. Richard Baldwin
    Richard Baldwin is an American economist and professor known for his influential work on globalization, international trade, and economic policy.
  • 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: Samuel Berger
Triple: [United States Deputy National Security Advisor, positionHeldBy, Samuel Berger]
Generated description
Samuel Berger was an American political consultant and foreign policy advisor who served as National Security Advisor to President Bill Clinton in the late 1990s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Samuel Berger
Target entity description: Samuel Berger was an American political consultant and foreign policy advisor who served as National Security Advisor to President Bill Clinton in the late 1990s.
  • A. Sidney Verba
    Sidney Verba was a prominent American political scientist renowned for his pioneering work on political participation, comparative politics, and civic culture.
  • B. Walter Marks
    Walter Marks is a notable individual recognized for his contributions in his professional field, which have made his name significant enough to be distinctly recorded.
  • C. Alan E. Nourse
    Alan E. Nourse was an American science fiction author and physician known for works that often explored medical and social themes, including the novel "The Bladerunner."
  • D. John Baron
    John Baron is a fictional character who serves as the central protagonist in the work titled "Suddenly."
  • E. Richard Baldwin
    Richard Baldwin is an American economist and professor known for his influential work on globalization, international trade, and economic policy.
  • 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_69bd4436a1988190af18dcff7fd306b4 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd86ccfd988190ab862a5d1743955b completed March 20, 2026, 5:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf334fb498819089a33be56fa47a01 completed March 22, 2026, 12:09 a.m.
NEDg Description generation batch_69bf340a51848190b4722f456f997833 completed March 22, 2026, 12:12 a.m.
NED2 Entity disambiguation (via description) batch_69bf34714e808190b06b47891ea31bbf completed March 22, 2026, 12:14 a.m.
Created at: March 20, 2026, 2:03 p.m.