Triple
T471607
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Army Combat Uniform |
E8569
|
entity |
| Predicate | wornWith |
P271
|
FINISHED |
| Object |
Modular Lightweight Load-carrying Equipment
Modular Lightweight Load-carrying Equipment (MOLLE) is a U.S. military tactical gear system that uses a webbing-based design to attach and customize pouches and equipment on load-bearing vests and packs.
|
E59248
|
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: Modular Lightweight Load-carrying Equipment | Statement: [Army Combat Uniform, wornWith, Modular Lightweight Load-carrying Equipment]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Modular Lightweight Load-carrying Equipment Context triple: [Army Combat Uniform, wornWith, Modular Lightweight Load-carrying Equipment]
-
A.
Defensive Aids Sub-System
The Defensive Aids Sub-System is an integrated electronic warfare and self-protection suite designed to detect, identify, and counter threats to the Eurofighter Typhoon FGR4.
-
B.
iBOT mobility system
The iBOT mobility system is an advanced powered wheelchair that uses gyroscopic technology to climb stairs, elevate users to standing height, and navigate challenging terrain.
-
C.
Patria AMV armoured modular vehicle
The Patria AMV is a Finnish-designed 8×8 wheeled armored fighting vehicle known for its high modularity, protection, and mobility, widely used by several NATO and partner nations.
-
D.
Technical Committee on Automation in Logistics
The Technical Committee on Automation in Logistics is a specialized IEEE Robotics and Automation Society group that advances research, standards, and applications of robotics and automation technologies in logistics and supply chain systems.
-
E.
Chobham-type composite armour
Chobham-type composite armour is an advanced multilayered tank protection system using ceramics and other materials to provide superior resistance against both kinetic and shaped-charge anti-armor weapons.
- 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: Modular Lightweight Load-carrying Equipment Triple: [Army Combat Uniform, wornWith, Modular Lightweight Load-carrying Equipment]
Generated description
Modular Lightweight Load-carrying Equipment (MOLLE) is a U.S. military tactical gear system that uses a webbing-based design to attach and customize pouches and equipment on load-bearing vests and packs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Modular Lightweight Load-carrying Equipment Target entity description: Modular Lightweight Load-carrying Equipment (MOLLE) is a U.S. military tactical gear system that uses a webbing-based design to attach and customize pouches and equipment on load-bearing vests and packs.
-
A.
Defensive Aids Sub-System
The Defensive Aids Sub-System is an integrated electronic warfare and self-protection suite designed to detect, identify, and counter threats to the Eurofighter Typhoon FGR4.
-
B.
iBOT mobility system
The iBOT mobility system is an advanced powered wheelchair that uses gyroscopic technology to climb stairs, elevate users to standing height, and navigate challenging terrain.
-
C.
Patria AMV armoured modular vehicle
The Patria AMV is a Finnish-designed 8×8 wheeled armored fighting vehicle known for its high modularity, protection, and mobility, widely used by several NATO and partner nations.
-
D.
Technical Committee on Automation in Logistics
The Technical Committee on Automation in Logistics is a specialized IEEE Robotics and Automation Society group that advances research, standards, and applications of robotics and automation technologies in logistics and supply chain systems.
-
E.
Chobham-type composite armour
Chobham-type composite armour is an advanced multilayered tank protection system using ceramics and other materials to provide superior resistance against both kinetic and shaped-charge anti-armor weapons.
- 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_69a2e7f3aeb48190a19453e3a043f486 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2eff0ca408190958405aec2ec6f53 |
completed | Feb. 28, 2026, 1:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a462fbc760819092a3065fbb0ef589 |
completed | March 1, 2026, 4:02 p.m. |
| NEDg | Description generation | batch_69a4638ac9a481909da9430a589408a3 |
completed | March 1, 2026, 4:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a463e978508190baab1c4a721661fb |
completed | March 1, 2026, 4:06 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.