Triple
T9562404
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Benham-class destroyer |
E230705
|
entity |
| Predicate | shipCompleted |
P89802
|
FINISHED |
| Object |
USS Benham (DD-397)
USS Benham (DD-397) was a United States Navy destroyer that served prominently in the Pacific during World War II as the lead ship of her class.
|
E812491
|
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: USS Benham (DD-397) | Statement: [Benham-class destroyer, shipCompleted, USS Benham (DD-397)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: USS Benham (DD-397) Context triple: [Benham-class destroyer, shipCompleted, USS Benham (DD-397)]
-
A.
USS Henley (DD-391)
USS Henley (DD-391) was a Bagley-class destroyer of the United States Navy that served in the Pacific during World War II before being sunk in 1943.
-
B.
USS Sampson (DD-394)
USS Sampson (DD-394) was a United States Navy Somers-class destroyer that served primarily in the Atlantic during World War II.
-
C.
USS Hammann (DD-412)
USS Hammann (DD-412) was a U.S. Navy destroyer that served in the early years of World War II in the Pacific before being sunk during the Battle of Midway in 1942.
-
D.
USS Benson (DD-421)
USS Benson (DD-421) was a World War II-era United States Navy destroyer and the lead ship of the Benson-class.
-
E.
USS Bagley (DD-386)
USS Bagley (DD-386) was a Bagley-class destroyer of the United States Navy that served actively during World War II in the Pacific Theater.
- 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: USS Benham (DD-397) Triple: [Benham-class destroyer, shipCompleted, USS Benham (DD-397)]
Generated description
USS Benham (DD-397) was a United States Navy destroyer that served prominently in the Pacific during World War II as the lead ship of her class.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: USS Benham (DD-397) Target entity description: USS Benham (DD-397) was a United States Navy destroyer that served prominently in the Pacific during World War II as the lead ship of her class.
-
A.
USS Henley (DD-391)
USS Henley (DD-391) was a Bagley-class destroyer of the United States Navy that served in the Pacific during World War II before being sunk in 1943.
-
B.
USS Sampson (DD-394)
USS Sampson (DD-394) was a United States Navy Somers-class destroyer that served primarily in the Atlantic during World War II.
-
C.
USS Hammann (DD-412)
USS Hammann (DD-412) was a U.S. Navy destroyer that served in the early years of World War II in the Pacific before being sunk during the Battle of Midway in 1942.
-
D.
USS Benson (DD-421)
USS Benson (DD-421) was a World War II-era United States Navy destroyer and the lead ship of the Benson-class.
-
E.
USS Bagley (DD-386)
USS Bagley (DD-386) was a Bagley-class destroyer of the United States Navy that served actively during World War II in the Pacific Theater.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: shipCompleted Context triple: [Benham-class destroyer, shipCompleted, USS Benham (DD-397)]
-
A.
shipUsed
Indicates that a particular ship was employed or utilized in carrying out an event, activity, or operation.
-
B.
shipDraft
Indicates the depth of a ship’s hull below the waterline, typically representing how deeply the vessel sits in the water.
-
C.
shipAssignment
Indicates the association between a ship and the specific task, route, or entity it has been assigned to.
-
D.
shipCommissionedAs
Indicates that a ship entered active service under a specific name or designation at the time of its commissioning.
-
E.
shipCompanion
Indicates that one entity serves as a companion or partner accompanying another entity on a ship or sea voyage.
- F. None of above. chosen
Provenance (7 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_69ca847e53a88190a60eed7e02257f10 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9965e7b881909df98e933db38092 |
completed | April 1, 2026, 10:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d18214e1cc8190a66582a1af26cac3 |
completed | April 4, 2026, 9:26 p.m. |
| NEDg | Description generation | batch_69d18601f5188190a6412ee2ffb1c888 |
completed | April 4, 2026, 9:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d18653a5008190879557508f727f66 |
completed | April 4, 2026, 9:44 p.m. |
| PD | Predicate disambiguation | batch_69ccd594d0ac8190a81bc11a3a538167 |
completed | April 1, 2026, 8:21 a.m. |
| PDg | Predicate description generation | batch_69ccd93e90048190a2b0d7c5c195ba98 |
completed | April 1, 2026, 8:37 a.m. |
Created at: March 30, 2026, 8:03 p.m.