Triple

T20103882
Position Surface form Disambiguated ID Type / Status
Subject Breach E496617 entity
Predicate mainSubject P3 FINISHED
Object Robert Hanssen
Robert Hanssen was an FBI agent who became one of the most damaging spies in American history by secretly passing classified information to the Soviet Union and Russia for over two decades.
E1412162 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: Robert Hanssen | Statement: [Breach, mainSubject, Robert Hanssen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robert Hanssen
Context triple: [Breach, mainSubject, Robert Hanssen]
  • A. James Jesus Angleton
    James Jesus Angleton was a prominent American intelligence officer best known for serving as the long-time chief of counterintelligence at the CIA during the Cold War.
  • B. Blaine Manning
    Blaine Manning is a former Canadian professional lacrosse forward best known as a star player and multiple-time NLL champion with the Toronto Rock.
  • C. James Hugh Angleton
    James Hugh Angleton was the father of longtime CIA counterintelligence chief James Jesus Angleton and a U.S. intelligence-linked businessman who worked in Italy before and during World War II.
  • D. Mark Felt
    Mark Felt was the former FBI associate director who secretly served as the key Watergate informant known as "Deep Throat," helping expose the Nixon administration's misconduct.
  • E. Hanssen
    Hanssen is a Norwegian surname most notably borne by Helmer Hanssen, a polar explorer who accompanied Roald Amundsen to the South Pole.
  • 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: Robert Hanssen
Triple: [Breach, mainSubject, Robert Hanssen]
Generated description
Robert Hanssen was an FBI agent who became one of the most damaging spies in American history by secretly passing classified information to the Soviet Union and Russia for over two decades.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robert Hanssen
Target entity description: Robert Hanssen was an FBI agent who became one of the most damaging spies in American history by secretly passing classified information to the Soviet Union and Russia for over two decades.
  • A. James Jesus Angleton
    James Jesus Angleton was a prominent American intelligence officer best known for serving as the long-time chief of counterintelligence at the CIA during the Cold War.
  • B. Blaine Manning
    Blaine Manning is a former Canadian professional lacrosse forward best known as a star player and multiple-time NLL champion with the Toronto Rock.
  • C. James Hugh Angleton
    James Hugh Angleton was the father of longtime CIA counterintelligence chief James Jesus Angleton and a U.S. intelligence-linked businessman who worked in Italy before and during World War II.
  • D. Mark Felt
    Mark Felt was the former FBI associate director who secretly served as the key Watergate informant known as "Deep Throat," helping expose the Nixon administration's misconduct.
  • E. Hanssen
    Hanssen is a Norwegian surname most notably borne by Helmer Hanssen, a polar explorer who accompanied Roald Amundsen to the South Pole.
  • 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_69da626eee3881909f3454986d4a6511 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e666daf73c819089f02ca6faa2c283 completed April 20, 2026, 5:48 p.m.
NED1 Entity disambiguation (via context triple) batch_6a082712b04c81908e0413dee9a04ea6 completed May 16, 2026, 8:13 a.m.
NEDg Description generation batch_6a082864abdc819080a9822114eb8c25 completed May 16, 2026, 8:18 a.m.
NED2 Entity disambiguation (via description) batch_6a082946da0c81909db45f0989020a17 completed May 16, 2026, 8:22 a.m.
Created at: April 11, 2026, 11:27 p.m.