Triple
T9660408
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Royal Malaysia Police |
E233573
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
Logistics and Technology Department
The Logistics and Technology Department is a specialized division of the Royal Malaysia Police responsible for managing the force’s equipment, infrastructure, and technological systems to support policing operations.
|
E812708
|
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: Logistics and Technology Department | Statement: [Royal Malaysia Police, hasDivision, Logistics and Technology Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Logistics and Technology Department Context triple: [Royal Malaysia Police, hasDivision, Logistics and Technology Department]
-
A.
Logistics and Resources Division
The Logistics and Resources Division is a NATO International Military Staff branch responsible for planning, coordinating, and managing the Alliance’s logistics, capabilities, and resource support for military operations.
-
B.
Main Logistics Directorate
The Main Logistics Directorate was the central body responsible for organizing and managing supply, transportation, and logistical support for the armed forces of the Soviet Union.
-
C.
logistics directorate
The logistics directorate is the organizational unit within Hungary’s Ministry of Defence responsible for planning, coordinating, and managing military supply, transport, and support services.
-
D.
Department of Technology and Operations Management
The Department of Technology and Operations Management is an academic unit that focuses on educating students in areas such as operations management, supply chain, and technology-driven business processes within Cal Poly Pomona’s College of Business Administration.
-
E.
Department of Supply Chain Management
The Department of Supply Chain Management is an academic unit within the Haslam College of Business that focuses on education and research in logistics, operations, and supply chain strategy.
- 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: Logistics and Technology Department Triple: [Royal Malaysia Police, hasDivision, Logistics and Technology Department]
Generated description
The Logistics and Technology Department is a specialized division of the Royal Malaysia Police responsible for managing the force’s equipment, infrastructure, and technological systems to support policing operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Logistics and Technology Department Target entity description: The Logistics and Technology Department is a specialized division of the Royal Malaysia Police responsible for managing the force’s equipment, infrastructure, and technological systems to support policing operations.
-
A.
Logistics and Resources Division
The Logistics and Resources Division is a NATO International Military Staff branch responsible for planning, coordinating, and managing the Alliance’s logistics, capabilities, and resource support for military operations.
-
B.
Main Logistics Directorate
The Main Logistics Directorate was the central body responsible for organizing and managing supply, transportation, and logistical support for the armed forces of the Soviet Union.
-
C.
logistics directorate
The logistics directorate is the organizational unit within Hungary’s Ministry of Defence responsible for planning, coordinating, and managing military supply, transport, and support services.
-
D.
Department of Technology and Operations Management
The Department of Technology and Operations Management is an academic unit that focuses on educating students in areas such as operations management, supply chain, and technology-driven business processes within Cal Poly Pomona’s College of Business Administration.
-
E.
Department of Supply Chain Management
The Department of Supply Chain Management is an academic unit within the Haslam College of Business that focuses on education and research in logistics, operations, and supply chain strategy.
- 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_69ca848d3b6c8190ae98ea554dea58df |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9c08d0d0819086426ad6891b18db |
completed | April 1, 2026, 10:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d18a0ff7548190ae438c4a334058ac |
completed | April 4, 2026, 10 p.m. |
| NEDg | Description generation | batch_69d18a8e0fbc8190912439815bab4677 |
completed | April 4, 2026, 10:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d18afe54c88190846a873443aa56ef |
completed | April 4, 2026, 10:04 p.m. |
Created at: March 30, 2026, 8:14 p.m.