Triple
T6775616
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hobart-class destroyer |
E155146
|
entity |
| Predicate | shipInClass |
P3141
|
FINISHED |
| Object |
HMAS Hobart (DDG 39)
HMAS Hobart (DDG 39) is a Royal Australian Navy guided-missile destroyer and the lead ship of Australia's Hobart-class air warfare destroyers, designed for advanced air defense, surface, and anti-submarine operations.
|
E618247
|
NE FINISHED |
How this triple was built (5 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: HMAS Hobart (DDG 39) | Statement: [Hobart-class destroyer, shipInClass, HMAS Hobart (DDG 39)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: HMAS Hobart (DDG 39) Context triple: [Hobart-class destroyer, shipInClass, HMAS Hobart (DDG 39)]
-
A.
USS Turner Joy (DD-951)
USS Turner Joy (DD-951) was a Forrest Sherman-class destroyer of the United States Navy best known for its controversial role in the events that escalated U.S. involvement in the Vietnam War.
-
B.
DDG-67
DDG-67 is the hull number of USS Cole, a U.S. Navy Arleigh Burke-class guided-missile destroyer famously damaged in the 2000 terrorist bombing in Yemen.
-
C.
USS Kidd
USS Kidd is a preserved World War II-era Fletcher-class destroyer now serving as a museum ship and war memorial.
-
D.
Hobart-class destroyer
The Hobart-class destroyer is a class of advanced air warfare destroyers built for Australia, equipped with the Aegis combat system to provide fleet area air defense and multi-mission capabilities.
-
E.
HMAS Perth (D29)
HMAS Perth (D29) was a Royal Australian Navy modified Leander-class light cruiser that served with distinction in World War II before being lost in action against Japanese forces in 1942.
- 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: HMAS Hobart (DDG 39) Triple: [Hobart-class destroyer, shipInClass, HMAS Hobart (DDG 39)]
Generated description
HMAS Hobart (DDG 39) is a Royal Australian Navy guided-missile destroyer and the lead ship of Australia's Hobart-class air warfare destroyers, designed for advanced air defense, surface, and anti-submarine operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: HMAS Hobart (DDG 39) Target entity description: HMAS Hobart (DDG 39) is a Royal Australian Navy guided-missile destroyer and the lead ship of Australia's Hobart-class air warfare destroyers, designed for advanced air defense, surface, and anti-submarine operations.
-
A.
USS Turner Joy (DD-951)
USS Turner Joy (DD-951) was a Forrest Sherman-class destroyer of the United States Navy best known for its controversial role in the events that escalated U.S. involvement in the Vietnam War.
-
B.
DDG-67
DDG-67 is the hull number of USS Cole, a U.S. Navy Arleigh Burke-class guided-missile destroyer famously damaged in the 2000 terrorist bombing in Yemen.
-
C.
USS Kidd
USS Kidd is a preserved World War II-era Fletcher-class destroyer now serving as a museum ship and war memorial.
-
D.
Hobart-class destroyer
The Hobart-class destroyer is a class of advanced air warfare destroyers built for Australia, equipped with the Aegis combat system to provide fleet area air defense and multi-mission capabilities.
-
E.
HMAS Perth (D29)
HMAS Perth (D29) was a Royal Australian Navy modified Leander-class light cruiser that served with distinction in World War II before being lost in action against Japanese forces in 1942.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: shipInClass Context triple: [Hobart-class destroyer, shipInClass, HMAS Hobart (DDG 39)]
-
A.
shipClass
chosen
Indicates the classification or type category to which a particular ship belongs.
-
B.
shipsWith
Indicates that one entity is delivered, packaged, or provided together with another entity as part of the same shipment or bundle.
-
C.
shipUsed
Indicates that a particular ship was employed or utilized in carrying out an event, activity, or operation.
-
D.
hasShipRole
Indicates that an entity holds or is assigned a specific role or function on a ship.
-
E.
shipRate
Indicates the cost or pricing applied to shipping goods or items between parties.
- F. None of above.
Provenance (6 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. |
| PD | Predicate disambiguation | batch_69c6d094105881909c5806eb4afa6306 |
completed | March 27, 2026, 6:46 p.m. |
Created at: March 27, 2026, 2:13 p.m.