Triple

T23281509
Position Surface form Disambiguated ID Type / Status
Subject Operation CHAOS E588874 entity
Predicate relatedTo P37 FINISHED
Object Project SHAMROCK
Project SHAMROCK was a secret post–World War II U.S. signals intelligence program in which the NSA and its predecessors collected and analyzed telegraph communications entering and leaving the United States.
E1578118 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: Project SHAMROCK | Statement: [Operation CHAOS, relatedTo, Project SHAMROCK]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Project SHAMROCK
Context triple: [Operation CHAOS, relatedTo, Project SHAMROCK]
  • A. Project 1241
    Project 1241 is a Soviet-designed class of small, fast missile corvettes (known as the Tarantul class) built for coastal defense and anti-ship warfare.
  • B. Project Juno
    Project Juno was a privately funded British spaceflight program that sent chemist Helen Sharman to become the first British person in space aboard the Soviet Mir space station in 1991.
  • C. Project 523
    Project 523 was a secret Chinese government research initiative launched during the Vietnam War to develop new antimalarial treatments, ultimately leading to the discovery of artemisinin.
  • D. Project Felix
    Project Felix was the early codename for Adobe Dimension, a 3D design and rendering application aimed at graphic designers.
  • E. Thunderbird project
    The Thunderbird project is the community-driven organization responsible for developing and maintaining the Thunderbird open-source email client.
  • 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: Project SHAMROCK
Triple: [Operation CHAOS, relatedTo, Project SHAMROCK]
Generated description
Project SHAMROCK was a secret post–World War II U.S. signals intelligence program in which the NSA and its predecessors collected and analyzed telegraph communications entering and leaving the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Project SHAMROCK
Target entity description: Project SHAMROCK was a secret post–World War II U.S. signals intelligence program in which the NSA and its predecessors collected and analyzed telegraph communications entering and leaving the United States.
  • A. Project 1241
    Project 1241 is a Soviet-designed class of small, fast missile corvettes (known as the Tarantul class) built for coastal defense and anti-ship warfare.
  • B. Project Juno
    Project Juno was a privately funded British spaceflight program that sent chemist Helen Sharman to become the first British person in space aboard the Soviet Mir space station in 1991.
  • C. Project 523
    Project 523 was a secret Chinese government research initiative launched during the Vietnam War to develop new antimalarial treatments, ultimately leading to the discovery of artemisinin.
  • D. Project Felix
    Project Felix was the early codename for Adobe Dimension, a 3D design and rendering application aimed at graphic designers.
  • E. Thunderbird project
    The Thunderbird project is the community-driven organization responsible for developing and maintaining the Thunderbird open-source email client.
  • 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_69e25d16e2c08190a291de254703129e completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f19643b8908190a2c29552b272dc61 completed April 29, 2026, 5:25 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c3f7f06a08190a3ac574cdcd79e3d completed May 19, 2026, 10:46 a.m.
NEDg Description generation batch_6a0c4075bc508190ae0dc8b61c24faa0 completed May 19, 2026, 10:50 a.m.
NED2 Entity disambiguation (via description) batch_6a0c411702a48190ba2964ba221394d1 completed May 19, 2026, 10:53 a.m.
Created at: April 17, 2026, 4:57 p.m.