Triple

T13892799
Position Surface form Disambiguated ID Type / Status
Subject Bay City, Michigan E334015 entity
Predicate hasPort P35 FINISHED
Object Bay City port
Bay City port is a commercial and industrial shipping hub on the Saginaw River in Bay City, Michigan, supporting regional trade and maritime activity on Lake Huron.
E1067567 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: Bay City port | Statement: [Bay City, Michigan, hasPort, Bay City port]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bay City port
Context triple: [Bay City, Michigan, hasPort, Bay City port]
  • A. Port of Detroit
    The Port of Detroit is a major Great Lakes and river port that serves as a key hub for cargo shipping and maritime commerce in southeastern Michigan.
  • B. Port of Augusta
    The Port of Augusta is a strategic maritime hub in South Australia that supports both commercial shipping and naval operations.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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: Bay City port
Triple: [Bay City, Michigan, hasPort, Bay City port]
Generated description
Bay City port is a commercial and industrial shipping hub on the Saginaw River in Bay City, Michigan, supporting regional trade and maritime activity on Lake Huron.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bay City port
Target entity description: Bay City port is a commercial and industrial shipping hub on the Saginaw River in Bay City, Michigan, supporting regional trade and maritime activity on Lake Huron.
  • A. Port of Detroit
    The Port of Detroit is a major Great Lakes and river port that serves as a key hub for cargo shipping and maritime commerce in southeastern Michigan.
  • B. Port of Augusta
    The Port of Augusta is a strategic maritime hub in South Australia that supports both commercial shipping and naval operations.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69d81c5dd2d48190b7a5fc1e009de936 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de23a537d4819093c2bae2a244816a completed April 14, 2026, 11:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7c71ca8a881908ac02687fbfe62fb completed May 3, 2026, 10:07 p.m.
NEDg Description generation batch_69f7c7e1247481908073c1e282c3619f completed May 3, 2026, 10:10 p.m.
NED2 Entity disambiguation (via description) batch_69f7c8f2b5588190b6143d676eb648a0 completed May 3, 2026, 10:15 p.m.
Created at: April 9, 2026, 10:15 p.m.