Triple
T13283960
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | USCGC Healy |
E316391
|
entity |
| Predicate | builder |
P3143
|
FINISHED |
| Object |
Avondale Shipyards
Avondale Shipyards was a major American shipbuilding company based in Louisiana, known for constructing military and commercial vessels for the U.S. government and private clients.
|
E1030428
|
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: Avondale Shipyards | Statement: [USCGC Healy, builder, Avondale Shipyards]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Avondale Shipyards Context triple: [USCGC Healy, builder, Avondale Shipyards]
-
A.
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.
-
B.
Collingwood Shipyards
Collingwood Shipyards was a major Canadian shipbuilding facility in Collingwood, Ontario, known for constructing numerous Great Lakes and ocean-going vessels during the 19th and 20th centuries.
-
C.
Sun Shipbuilding & Drydock Company
Sun Shipbuilding & Drydock Company was a major American shipyard based in Chester, Pennsylvania, known for constructing numerous commercial and military vessels, especially during World War II.
-
D.
Marinship shipyards
Marinship shipyards was a major World War II-era shipbuilding facility in Sausalito, California, known for rapidly producing Liberty ships and tankers for the U.S. Navy and Merchant Marine.
-
E.
Vigor Shipyards
Vigor Shipyards is a U.S.-based shipbuilding and repair company known for constructing ferries, military vessels, and commercial ships in the Pacific Northwest and Alaska.
- 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: Avondale Shipyards Triple: [USCGC Healy, builder, Avondale Shipyards]
Generated description
Avondale Shipyards was a major American shipbuilding company based in Louisiana, known for constructing military and commercial vessels for the U.S. government and private clients.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Avondale Shipyards Target entity description: Avondale Shipyards was a major American shipbuilding company based in Louisiana, known for constructing military and commercial vessels for the U.S. government and private clients.
-
A.
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.
-
B.
Collingwood Shipyards
Collingwood Shipyards was a major Canadian shipbuilding facility in Collingwood, Ontario, known for constructing numerous Great Lakes and ocean-going vessels during the 19th and 20th centuries.
-
C.
Sun Shipbuilding & Drydock Company
Sun Shipbuilding & Drydock Company was a major American shipyard based in Chester, Pennsylvania, known for constructing numerous commercial and military vessels, especially during World War II.
-
D.
Marinship shipyards
Marinship shipyards was a major World War II-era shipbuilding facility in Sausalito, California, known for rapidly producing Liberty ships and tankers for the U.S. Navy and Merchant Marine.
-
E.
Vigor Shipyards
Vigor Shipyards is a U.S.-based shipbuilding and repair company known for constructing ferries, military vessels, and commercial ships in the Pacific Northwest and Alaska.
- 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_69d806b349908190a9a61dd9323bf153 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d99047531c819087aa6406de1ddc82 |
completed | April 11, 2026, 12:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f70a5a98488190804a97a052741377 |
completed | May 3, 2026, 8:42 a.m. |
| NEDg | Description generation | batch_69f70b117c588190bb81ff53664cac4a |
completed | May 3, 2026, 8:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f70c04da34819091e01db25741674e |
completed | May 3, 2026, 8:49 a.m. |
Created at: April 9, 2026, 9:27 p.m.