Triple
T6563721
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hyundai Heavy Industries |
E153847
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
Shipbuilding Division
The Shipbuilding Division is Hyundai Heavy Industries’ core business unit responsible for designing and constructing a wide range of commercial and specialized vessels, making it one of the world’s leading shipbuilders.
|
E605530
|
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: Shipbuilding Division | Statement: [Hyundai Heavy Industries, hasDivision, Shipbuilding Division]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shipbuilding Division Context triple: [Hyundai Heavy Industries, hasDivision, Shipbuilding Division]
-
A.
Shipbuilding and Ocean Development Division
The Shipbuilding and Ocean Development Division is a major business unit of Mitsubishi Heavy Industries responsible for designing and constructing ships and marine structures, as well as developing ocean-related technologies and infrastructure.
-
B.
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.
-
C.
MIL Davie Shipbuilding
MIL Davie Shipbuilding is a Canadian shipyard known for constructing major naval vessels, including modern warships for the Royal Canadian Navy.
-
D.
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.
-
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: Shipbuilding Division Triple: [Hyundai Heavy Industries, hasDivision, Shipbuilding Division]
Generated description
The Shipbuilding Division is Hyundai Heavy Industries’ core business unit responsible for designing and constructing a wide range of commercial and specialized vessels, making it one of the world’s leading shipbuilders.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shipbuilding Division Target entity description: The Shipbuilding Division is Hyundai Heavy Industries’ core business unit responsible for designing and constructing a wide range of commercial and specialized vessels, making it one of the world’s leading shipbuilders.
-
A.
Shipbuilding and Ocean Development Division
The Shipbuilding and Ocean Development Division is a major business unit of Mitsubishi Heavy Industries responsible for designing and constructing ships and marine structures, as well as developing ocean-related technologies and infrastructure.
-
B.
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.
-
C.
MIL Davie Shipbuilding
MIL Davie Shipbuilding is a Canadian shipyard known for constructing major naval vessels, including modern warships for the Royal Canadian Navy.
-
D.
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.
-
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_69c6880cb35881909b763eb0125236b9 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6ae3a40488190892d20ca0d60b937 |
completed | March 27, 2026, 4:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6d5622e0481909b0ac0f4e06d19bc |
completed | March 27, 2026, 7:07 p.m. |
| NEDg | Description generation | batch_69c6d82753288190bb8cd18254feee2d |
completed | March 27, 2026, 7:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c6d92bc2508190b0e1eaf8b46c958e |
completed | March 27, 2026, 7:23 p.m. |
Created at: March 27, 2026, 1:52 p.m.