Triple
T7680278
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | USS Oliver Hazard Perry (FFG-7) |
E173973
|
entity |
| Predicate | shipyard |
P4334
|
FINISHED |
| Object |
Bath Iron Works, Bath, Maine
Bath Iron Works in Bath, Maine is a major American shipbuilding company best known for constructing U.S. Navy warships, including numerous guided-missile frigates and destroyers.
|
E683227
|
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: Bath Iron Works, Bath, Maine | Statement: [USS Oliver Hazard Perry (FFG-7), shipyard, Bath Iron Works, Bath, Maine]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bath Iron Works, Bath, Maine Context triple: [USS Oliver Hazard Perry (FFG-7), shipyard, Bath Iron Works, Bath, Maine]
-
A.
Fore River Shipbuilding Company
Fore River Shipbuilding Company was a major early 20th-century American shipyard in Quincy, Massachusetts, known for constructing significant U.S. Navy warships and commercial vessels.
-
B.
Toledo Shipyard
Toledo Shipyard is a major Great Lakes shipbuilding and repair facility located in Toledo, Ohio, supporting commercial and industrial maritime operations at the Port of Toledo.
-
C.
Ingalls Shipbuilding
Ingalls Shipbuilding is a major American shipyard in Pascagoula, Mississippi, best known for constructing U.S. Navy warships including numerous modern destroyers and amphibious assault ships.
-
D.
Avondale Shipyards, New Orleans, Louisiana
Avondale Shipyards in New Orleans, Louisiana, was a major American shipbuilding and repair facility known for constructing naval, commercial, and research vessels along the Mississippi River.
-
E.
Eldean Shipyard
Eldean Shipyard is a full-service marina and boatyard located on Lake Macatawa in Michigan, known for its docking, storage, and marine maintenance services.
- 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: Bath Iron Works, Bath, Maine Triple: [USS Oliver Hazard Perry (FFG-7), shipyard, Bath Iron Works, Bath, Maine]
Generated description
Bath Iron Works in Bath, Maine is a major American shipbuilding company best known for constructing U.S. Navy warships, including numerous guided-missile frigates and destroyers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bath Iron Works, Bath, Maine Target entity description: Bath Iron Works in Bath, Maine is a major American shipbuilding company best known for constructing U.S. Navy warships, including numerous guided-missile frigates and destroyers.
-
A.
Fore River Shipbuilding Company
Fore River Shipbuilding Company was a major early 20th-century American shipyard in Quincy, Massachusetts, known for constructing significant U.S. Navy warships and commercial vessels.
-
B.
Toledo Shipyard
Toledo Shipyard is a major Great Lakes shipbuilding and repair facility located in Toledo, Ohio, supporting commercial and industrial maritime operations at the Port of Toledo.
-
C.
Ingalls Shipbuilding
Ingalls Shipbuilding is a major American shipyard in Pascagoula, Mississippi, best known for constructing U.S. Navy warships including numerous modern destroyers and amphibious assault ships.
-
D.
Avondale Shipyards, New Orleans, Louisiana
Avondale Shipyards in New Orleans, Louisiana, was a major American shipbuilding and repair facility known for constructing naval, commercial, and research vessels along the Mississippi River.
-
E.
Eldean Shipyard
Eldean Shipyard is a full-service marina and boatyard located on Lake Macatawa in Michigan, known for its docking, storage, and marine maintenance services.
- 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_69c6995703e0819081de77361b602e78 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c701ffc1fc8190bc9c2b1f3bb37f0d |
completed | March 27, 2026, 10:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8ac9e0cd081909b404f6a7e978f6b |
completed | March 29, 2026, 4:37 a.m. |
| NEDg | Description generation | batch_69c8ae258a7081909bd30259a368d865 |
completed | March 29, 2026, 4:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8aebc46e481908872d0c4c77345b5 |
completed | March 29, 2026, 4:46 a.m. |
Created at: March 27, 2026, 4:01 p.m.