Triple

T2198233
Position Surface form Disambiguated ID Type / Status
Subject The Good Spy: The Life and Death of Robert Ames E50426 entity
Predicate mainSubject P3 FINISHED
Object Robert Ames
Robert Ames was a prominent CIA officer and Middle East expert whose clandestine work and death in the 1983 Beirut embassy bombing are chronicled in the biography *The Good Spy: The Life and Death of Robert Ames*.
E242649 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 Ames | Statement: [The Good Spy: The Life and Death of Robert Ames, mainSubject, Robert Ames]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robert Ames
Context triple: [The Good Spy: The Life and Death of Robert Ames, mainSubject, Robert Ames]
  • A. Philip Snowden
    Philip Snowden was a British Labour politician and economist who became the first Labour Chancellor of the Exchequer, known for his strict adherence to fiscal orthodoxy during the interwar period.
  • B. Charles Hamilton
    Charles Hamilton is a name shared by several notable individuals, including an 18th-century Scottish-born British politician and a contemporary American rapper and producer.
  • C. Gabriel Almond
    Gabriel Almond was an influential American political scientist known for his work on comparative politics and political culture.
  • D. Christopher Smyth
    Christopher Smyth was a 19th-century mountaineer known for making the first recorded ascent of Mont Blanc du Tacul in the Mont Blanc massif of the Alps.
  • E. Christopher Soames
    Christopher Soames was a British Conservative politician and diplomat who held several senior government posts and later served as the last Governor of Southern Rhodesia and a European Commissioner.
  • 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 Ames
Triple: [The Good Spy: The Life and Death of Robert Ames, mainSubject, Robert Ames]
Generated description
Robert Ames was a prominent CIA officer and Middle East expert whose clandestine work and death in the 1983 Beirut embassy bombing are chronicled in the biography *The Good Spy: The Life and Death of Robert Ames*.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robert Ames
Target entity description: Robert Ames was a prominent CIA officer and Middle East expert whose clandestine work and death in the 1983 Beirut embassy bombing are chronicled in the biography *The Good Spy: The Life and Death of Robert Ames*.
  • A. Philip Snowden
    Philip Snowden was a British Labour politician and economist who became the first Labour Chancellor of the Exchequer, known for his strict adherence to fiscal orthodoxy during the interwar period.
  • B. Charles Hamilton
    Charles Hamilton is a name shared by several notable individuals, including an 18th-century Scottish-born British politician and a contemporary American rapper and producer.
  • C. Gabriel Almond
    Gabriel Almond was an influential American political scientist known for his work on comparative politics and political culture.
  • D. Christopher Smyth
    Christopher Smyth was a 19th-century mountaineer known for making the first recorded ascent of Mont Blanc du Tacul in the Mont Blanc massif of the Alps.
  • E. Christopher Soames
    Christopher Soames was a British Conservative politician and diplomat who held several senior government posts and later served as the last Governor of Southern Rhodesia and a European Commissioner.
  • 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_69a88b044ab48190add007487680f009 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abbf7b65cc8190bcc5a5c52b90f33b completed March 7, 2026, 6:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae5db9b0208190a63a75c86ea9dcff completed March 9, 2026, 5:42 a.m.
NEDg Description generation batch_69ae5e866d108190b39853172d1ed1a6 completed March 9, 2026, 5:45 a.m.
NED2 Entity disambiguation (via description) batch_69ae5edfe80481908c3304c917c9065b completed March 9, 2026, 5:47 a.m.
Created at: March 4, 2026, 7:46 p.m.