Triple
T11897503
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Letter of Offer and Acceptance |
E283071
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
Security Cooperation
Security Cooperation is the U.S. government’s broad set of programs and activities that build defense relationships, enhance partner nations’ military capabilities, and promote U.S. security objectives through training, equipping, and other collaborative efforts.
|
E952399
|
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: Security Cooperation | Statement: [Letter of Offer and Acceptance, associatedWith, Security Cooperation]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Security Cooperation Context triple: [Letter of Offer and Acceptance, associatedWith, Security Cooperation]
-
A.
Security Force Assistance
Security Force Assistance is a U.S. Army mission concept focused on training, advising, assisting, and enabling foreign security forces to build their capacity and effectiveness.
-
B.
Protection Operations
Protection Operations is a specialist division of the Australian Federal Police responsible for providing protective security and close personal protection to designated individuals, facilities, and events.
-
C.
Agreement on Safeguards
The Agreement on Safeguards is a World Trade Organization treaty that sets rules for countries to temporarily restrict imports to protect domestic industries from serious injury caused by sudden import surges.
-
D.
Security Working Group
The Security Working Group is a specialized body within the NFC Forum focused on developing, maintaining, and promoting security standards and best practices for NFC technologies and implementations.
-
E.
Joint Security Area
The Joint Security Area is the heavily guarded section of the Korean Demilitarized Zone where North and South Korean forces stand face-to-face and diplomatic negotiations are conducted.
- 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: Security Cooperation Triple: [Letter of Offer and Acceptance, associatedWith, Security Cooperation]
Generated description
Security Cooperation is the U.S. government’s broad set of programs and activities that build defense relationships, enhance partner nations’ military capabilities, and promote U.S. security objectives through training, equipping, and other collaborative efforts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Security Cooperation Target entity description: Security Cooperation is the U.S. government’s broad set of programs and activities that build defense relationships, enhance partner nations’ military capabilities, and promote U.S. security objectives through training, equipping, and other collaborative efforts.
-
A.
Security Force Assistance
Security Force Assistance is a U.S. Army mission concept focused on training, advising, assisting, and enabling foreign security forces to build their capacity and effectiveness.
-
B.
Protection Operations
Protection Operations is a specialist division of the Australian Federal Police responsible for providing protective security and close personal protection to designated individuals, facilities, and events.
-
C.
Agreement on Safeguards
The Agreement on Safeguards is a World Trade Organization treaty that sets rules for countries to temporarily restrict imports to protect domestic industries from serious injury caused by sudden import surges.
-
D.
Security Working Group
The Security Working Group is a specialized body within the NFC Forum focused on developing, maintaining, and promoting security standards and best practices for NFC technologies and implementations.
-
E.
Joint Security Area
The Joint Security Area is the heavily guarded section of the Korean Demilitarized Zone where North and South Korean forces stand face-to-face and diplomatic negotiations are conducted.
- 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_69d6ab2a90b08190a4e818821cc93e6d |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8dd13cc10819089d8d5103e562924 |
completed | April 10, 2026, 11:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f418205b788190a4b1b81d89cf7fff |
completed | May 1, 2026, 3:04 a.m. |
| NEDg | Description generation | batch_69f41f1c21388190b6ecb0fd602abb7d |
completed | May 1, 2026, 3:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f42283c4cc81909793834ef65d2514 |
completed | May 1, 2026, 3:48 a.m. |
Created at: April 8, 2026, 9:44 p.m.