Triple

T6775624
Position Surface form Disambiguated ID Type / Status
Subject Hobart-class destroyer E155146 entity
Predicate hasVerticalLaunchSystem P34744 FINISHED
Object Mk 41 VLS
The Mk 41 Vertical Launching System (VLS) is a modular, multi-missile naval launcher widely used on modern warships to fire a variety of surface-to-air, anti-ship, and land-attack missiles from below deck.
E618249 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: Mk 41 VLS | Statement: [Hobart-class destroyer, hasVerticalLaunchSystem, Mk 41 VLS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mk 41 VLS
Context triple: [Hobart-class destroyer, hasVerticalLaunchSystem, Mk 41 VLS]
  • A. RIM-116 RAM
    The RIM-116 RAM is a lightweight, quick-reaction, ship-based missile system designed to defend naval vessels against incoming anti-ship missiles and other airborne threats.
  • B. Phalanx CIWS (modernization era)
    The Phalanx CIWS (modernization era) is an upgraded close-in weapon system featuring improved radar, tracking, and engagement capabilities to defend ships like the USS Missouri against incoming missiles and aircraft.
  • C. RIM-7 Sea Sparrow
    The RIM-7 Sea Sparrow is a ship-launched, radar-guided surface-to-air missile system used by naval vessels to defend against incoming aircraft and anti-ship missiles.
  • D. AN/SPY-1F radar
    The AN/SPY-1F radar is a compact, multi-function, phased-array naval radar system used on smaller warships for advanced air and missile defense.
  • E. UGM-84 Harpoon anti-ship missiles
    The UGM-84 Harpoon is a submarine-launched, all-weather, over-the-horizon anti-ship cruise missile widely used by Western navies for engaging surface vessels.
  • 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: Mk 41 VLS
Triple: [Hobart-class destroyer, hasVerticalLaunchSystem, Mk 41 VLS]
Generated description
The Mk 41 Vertical Launching System (VLS) is a modular, multi-missile naval launcher widely used on modern warships to fire a variety of surface-to-air, anti-ship, and land-attack missiles from below deck.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mk 41 VLS
Target entity description: The Mk 41 Vertical Launching System (VLS) is a modular, multi-missile naval launcher widely used on modern warships to fire a variety of surface-to-air, anti-ship, and land-attack missiles from below deck.
  • A. RIM-116 RAM
    The RIM-116 RAM is a lightweight, quick-reaction, ship-based missile system designed to defend naval vessels against incoming anti-ship missiles and other airborne threats.
  • B. Phalanx CIWS (modernization era)
    The Phalanx CIWS (modernization era) is an upgraded close-in weapon system featuring improved radar, tracking, and engagement capabilities to defend ships like the USS Missouri against incoming missiles and aircraft.
  • C. RIM-7 Sea Sparrow
    The RIM-7 Sea Sparrow is a ship-launched, radar-guided surface-to-air missile system used by naval vessels to defend against incoming aircraft and anti-ship missiles.
  • D. AN/SPY-1F radar
    The AN/SPY-1F radar is a compact, multi-function, phased-array naval radar system used on smaller warships for advanced air and missile defense.
  • E. UGM-84 Harpoon anti-ship missiles
    The UGM-84 Harpoon is a submarine-launched, all-weather, over-the-horizon anti-ship cruise missile widely used by Western navies for engaging surface vessels.
  • 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_69c68812ef7c819099369f51febb725c completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d24f77c88190be21cf4ef132aa31 completed March 27, 2026, 6:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69c712cc9ff08190bb7ec0bf4cc4db01 completed March 27, 2026, 11:29 p.m.
NEDg Description generation batch_69c71396f1f88190b3316e694424a2fe completed March 27, 2026, 11:32 p.m.
NED2 Entity disambiguation (via description) batch_69c71466728c81909a24174a7938b43a completed March 27, 2026, 11:36 p.m.
Created at: March 27, 2026, 2:13 p.m.