Triple

T7581896
Position Surface form Disambiguated ID Type / Status
Subject Great Lakes port system E179506 entity
Predicate hasPart P35 FINISHED
Object Port of Bay City
The Port of Bay City is a regional commercial shipping hub located on the Great Lakes, supporting cargo transport and maritime industry for its surrounding area.
E357983 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: Port of Bay City | Statement: [Great Lakes port system, hasPart, Port of Bay City]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Port of Bay City
Context triple: [Great Lakes port system, hasPart, Port of Bay City]
  • A. Port of Alpena
    The Port of Alpena is a regional commercial harbor on Lake Huron in Michigan that primarily handles bulk commodities such as cement and aggregates within the Great Lakes shipping network.
  • B. Port of Port Huron
    The Port of Port Huron is a commercial and transportation hub on the St. Clair River in eastern Michigan, serving as a key Great Lakes shipping and border crossing point between the United States and Canada.
  • C. Port of Saginaw
    The Port of Saginaw is a commercial shipping port and cargo-handling facility located in Saginaw, Michigan, serving regional industry via Great Lakes and inland waterway connections.
  • D. Port of Muskegon
    The Port of Muskegon is a commercial and recreational deep-water harbor on Lake Michigan that serves as a key maritime gateway for the Muskegon and greater West Michigan region.
  • E. Port of Marquette
    The Port of Marquette is a commercial harbor on Lake Superior that serves as a key shipping point for bulk commodities in Michigan’s Upper Peninsula.
  • 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: Port of Bay City
Triple: [Great Lakes port system, hasPart, Port of Bay City]
Generated description
The Port of Bay City is a regional commercial shipping hub located on the Great Lakes, supporting cargo transport and maritime industry for its surrounding area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Port of Bay City
Target entity description: The Port of Bay City is a regional commercial shipping hub located on the Great Lakes, supporting cargo transport and maritime industry for its surrounding area.
  • A. Port of Alpena
    The Port of Alpena is a regional commercial harbor on Lake Huron in Michigan that primarily handles bulk commodities such as cement and aggregates within the Great Lakes shipping network.
  • B. Port of Port Huron
    The Port of Port Huron is a commercial and transportation hub on the St. Clair River in eastern Michigan, serving as a key Great Lakes shipping and border crossing point between the United States and Canada.
  • C. Port of Saginaw chosen
    The Port of Saginaw is a commercial shipping port and cargo-handling facility located in Saginaw, Michigan, serving regional industry via Great Lakes and inland waterway connections.
  • D. Port of Muskegon
    The Port of Muskegon is a commercial and recreational deep-water harbor on Lake Michigan that serves as a key maritime gateway for the Muskegon and greater West Michigan region.
  • E. Port of Marquette
    The Port of Marquette is a commercial harbor on Lake Superior that serves as a key shipping point for bulk commodities in Michigan’s Upper Peninsula.
  • F. None of above.

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_69c69f327db881909a21ae3b156f8ded completed March 27, 2026, 3:16 p.m.
NER Named-entity recognition batch_69c6f978341081909e009c410ffc5039 completed March 27, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8e575c22481908a6779f5d496bd3a completed March 29, 2026, 8:40 a.m.
NEDg Description generation batch_69c8e667a4c48190aee42aa003c4202b completed March 29, 2026, 8:44 a.m.
NED2 Entity disambiguation (via description) batch_69c8e6f7ae88819085e600a1266580d3 completed March 29, 2026, 8:46 a.m.
Created at: March 27, 2026, 3:52 p.m.