Triple

T13581898
Position Surface form Disambiguated ID Type / Status
Subject Little Bay de Noc E324438 entity
Predicate hasPort P35 FINISHED
Object Port of Escanaba
The Port of Escanaba is a commercial harbor and shipping facility located in Escanaba, Michigan, on the shores of Little Bay de Noc in Lake Michigan.
E1049443 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 Escanaba | Statement: [Little Bay de Noc, hasPort, Port of Escanaba]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Port of Escanaba
Context triple: [Little Bay de Noc, hasPort, Port of Escanaba]
  • A. 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.
  • B. 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.
  • 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 Sturgeon Bay
    The Port of Sturgeon Bay is a Great Lakes harbor and maritime hub in northeastern Wisconsin known for shipbuilding, repair, and commercial and recreational shipping activities.
  • 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 Escanaba
Triple: [Little Bay de Noc, hasPort, Port of Escanaba]
Generated description
The Port of Escanaba is a commercial harbor and shipping facility located in Escanaba, Michigan, on the shores of Little Bay de Noc in Lake Michigan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Port of Escanaba
Target entity description: The Port of Escanaba is a commercial harbor and shipping facility located in Escanaba, Michigan, on the shores of Little Bay de Noc in Lake Michigan.
  • A. 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.
  • B. 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.
  • 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 Sturgeon Bay
    The Port of Sturgeon Bay is a Great Lakes harbor and maritime hub in northeastern Wisconsin known for shipbuilding, repair, and commercial and recreational shipping activities.
  • 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_69d80769100c819099111274614f5ed2 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbb031e8048190a5f2ea934308036c completed April 12, 2026, 2:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69f76bbf946c8190ba3d2b87cb11dc9d completed May 3, 2026, 3:37 p.m.
NEDg Description generation batch_69f77642e4b881909915c686a0d6c6fa completed May 3, 2026, 4:22 p.m.
NED2 Entity disambiguation (via description) batch_69f77923fd1481908af251a1dcbcf441 completed May 3, 2026, 4:34 p.m.
Created at: April 9, 2026, 9:48 p.m.