Triple

T14165510
Position Surface form Disambiguated ID Type / Status
Subject Ashland, Kentucky E351062 entity
Predicate hasLandmark P105 FINISHED
Object Port of Ashland
The Port of Ashland is a riverfront facility and public gathering area in Ashland, Kentucky, serving as a hub for local commerce, transportation, and community events along the Ohio River.
E1083065 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 Ashland | Statement: [Ashland, Kentucky, hasLandmark, Port of Ashland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Port of Ashland
Context triple: [Ashland, Kentucky, hasLandmark, Port of Ashland]
  • A. Port of Salem
    The Port of Salem is a historic Massachusetts seaport that flourished in the 18th and early 19th centuries as a major center of American maritime trade and privateering.
  • B. Port of Coos Bay
    The Port of Coos Bay is a major deep-draft maritime and rail transportation hub on the southern Oregon coast, supporting regional trade, industry, and shipping.
  • C. Port of Astoria
    The Port of Astoria is a key maritime and commercial hub in northwest Oregon, serving cargo ships, fishing fleets, cruise vessels, and recreational boaters along the lower Columbia River and Pacific coast.
  • D. Port of Portland
    The Port of Portland is a major Pacific Northwest seaport and transportation hub in Oregon that handles international maritime trade, cargo, and regional logistics.
  • E. Port of Grays Harbor
    The Port of Grays Harbor is a deep-water public port district in Washington State that serves as a regional hub for maritime trade, industrial activity, and transportation on the U.S. West Coast.
  • 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 Ashland
Triple: [Ashland, Kentucky, hasLandmark, Port of Ashland]
Generated description
The Port of Ashland is a riverfront facility and public gathering area in Ashland, Kentucky, serving as a hub for local commerce, transportation, and community events along the Ohio River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Port of Ashland
Target entity description: The Port of Ashland is a riverfront facility and public gathering area in Ashland, Kentucky, serving as a hub for local commerce, transportation, and community events along the Ohio River.
  • A. Port of Salem
    The Port of Salem is a historic Massachusetts seaport that flourished in the 18th and early 19th centuries as a major center of American maritime trade and privateering.
  • B. Port of Coos Bay
    The Port of Coos Bay is a major deep-draft maritime and rail transportation hub on the southern Oregon coast, supporting regional trade, industry, and shipping.
  • C. Port of Astoria
    The Port of Astoria is a key maritime and commercial hub in northwest Oregon, serving cargo ships, fishing fleets, cruise vessels, and recreational boaters along the lower Columbia River and Pacific coast.
  • D. Port of Portland
    The Port of Portland is a major Pacific Northwest seaport and transportation hub in Oregon that handles international maritime trade, cargo, and regional logistics.
  • E. Port of Grays Harbor
    The Port of Grays Harbor is a deep-water public port district in Washington State that serves as a regional hub for maritime trade, industrial activity, and transportation on the U.S. West Coast.
  • 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_69d8278775fc8190b0802d22ca2f495d completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de61b207cc8190b85b1ff0910b54da completed April 14, 2026, 3:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcf7f57ad88190aeb8ee0f834bfa20 completed May 7, 2026, 8:37 p.m.
NEDg Description generation batch_69fcfdcbd53c81909a347e26b30f9c0b completed May 7, 2026, 9:02 p.m.
NED2 Entity disambiguation (via description) batch_69fcfe9099508190bafd65d0d00129f0 completed May 7, 2026, 9:05 p.m.
Created at: April 10, 2026, 1 a.m.