Triple
T17778612
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bethlehem Steel Corporation |
E443838
|
entity |
| Predicate | operatedShipyardsIn |
P46914
|
FINISHED |
| Object | Sparrows Point, Maryland |
—
|
NE NERFINISHED |
How this triple was built (3 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: Sparrows Point, Maryland | Statement: [Bethlehem Steel Corporation, operatedShipyardsIn, Sparrows Point, Maryland]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sparrows Point, Maryland Context triple: [Bethlehem Steel Corporation, operatedShipyardsIn, Sparrows Point, Maryland]
-
A.
Sparrows Point
chosen
Sparrows Point is an industrial waterfront community in eastern Baltimore County, Maryland, historically known for its massive steel mill and shipbuilding operations.
-
B.
Havre de Grace, Maryland
Havre de Grace, Maryland is a historic waterfront city at the head of the Chesapeake Bay known for its maritime heritage, scenic views, and role as a popular boating and fishing destination.
-
C.
Port of Baltimore
The Port of Baltimore is a major U.S. seaport on the Chesapeake Bay known for its high-volume roll-on/roll-off and automobile shipping, as well as its role in international container and bulk cargo trade.
-
D.
Perry Point, Maryland
Perry Point, Maryland is a small riverside community on the Susquehanna River best known for its historic Veterans Affairs Medical Center campus and scenic waterfront setting.
-
E.
Carderock, Maryland
Carderock, Maryland is a small community in Montgomery County best known for its U.S. Navy research facilities and scenic Potomac River parkland popular for hiking and rock climbing.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: operatedShipyardsIn Context triple: [Bethlehem Steel Corporation, operatedShipyardsIn, Sparrows Point, Maryland]
-
A.
shipyardArea
Indicates the total physical area occupied or used by a shipyard for its operations.
-
B.
shipyard
Indicates a relationship where a location functions as a facility for building, repairing, or maintaining ships.
-
C.
shipyardOperator
chosen
Indicates that one entity operates, manages, or runs the shipyard associated with another entity.
-
D.
hasShipyardType
Indicates the specific category or classification of shipyard associated with an entity.
-
E.
shipbuildingActivity
Indicates the activity or process of constructing, assembling, or significantly modifying ships or large watercraft.
- F. None of above.
Provenance (3 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_69d8b9ef17708190bdf7e2adbf14ddc2 |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e4871f63708190b298ed96896ad0ee |
completed | April 19, 2026, 7:41 a.m. |
| PD | Predicate disambiguation | batch_69e3d8d8e538819084f1584426b41d5e |
completed | April 18, 2026, 7:17 p.m. |
Created at: April 10, 2026, 10:12 a.m.