Triple

T14988264
Position Surface form Disambiguated ID Type / Status
Subject Grand Haven South Pierhead Inner Light E373762 entity
Predicate servesHarbor P91691 FINISHED
Object Grand Haven harbor
Grand Haven harbor is a Lake Michigan port in western Michigan known for its scenic waterfront, recreational boating, and historic pier lighthouses.
E1129539 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: Grand Haven harbor | Statement: [Grand Haven South Pierhead Inner Light, servesHarbor, Grand Haven harbor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Grand Haven harbor
Context triple: [Grand Haven South Pierhead Inner Light, servesHarbor, Grand Haven harbor]
  • A. Detroit Harbor
    Detroit Harbor is a sheltered natural harbor and ferry port on Washington Island in Door County, Wisconsin, serving as a key access point between the island and mainland.
  • B. Keego Harbor, Michigan
    Keego Harbor, Michigan is a small lakeside city in southeastern Michigan known for its residential character and proximity to Cass Lake.
  • C. Blaine Harbor
    Blaine Harbor is a small marina and commercial harbor in Blaine, Washington, serving fishing, boating, and cross-border marine activities near the U.S.–Canada border.
  • D. Guilford Harbor
    Guilford Harbor is a coastal waterfront area in Guilford, Connecticut, known for its marina, scenic shoreline, and recreational boating and fishing.
  • E. South Harbor
    South Harbor is a major harbor area within the Port of Tianjin, serving as one of its key zones for maritime trade and logistics operations.
  • 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: Grand Haven harbor
Triple: [Grand Haven South Pierhead Inner Light, servesHarbor, Grand Haven harbor]
Generated description
Grand Haven harbor is a Lake Michigan port in western Michigan known for its scenic waterfront, recreational boating, and historic pier lighthouses.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Grand Haven harbor
Target entity description: Grand Haven harbor is a Lake Michigan port in western Michigan known for its scenic waterfront, recreational boating, and historic pier lighthouses.
  • A. Detroit Harbor
    Detroit Harbor is a sheltered natural harbor and ferry port on Washington Island in Door County, Wisconsin, serving as a key access point between the island and mainland.
  • B. Keego Harbor, Michigan
    Keego Harbor, Michigan is a small lakeside city in southeastern Michigan known for its residential character and proximity to Cass Lake.
  • C. Blaine Harbor
    Blaine Harbor is a small marina and commercial harbor in Blaine, Washington, serving fishing, boating, and cross-border marine activities near the U.S.–Canada border.
  • D. Guilford Harbor
    Guilford Harbor is a coastal waterfront area in Guilford, Connecticut, known for its marina, scenic shoreline, and recreational boating and fishing.
  • E. South Harbor
    South Harbor is a major harbor area within the Port of Tianjin, serving as one of its key zones for maritime trade and logistics operations.
  • 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_69d85ccc84388190aa151e5173370c8d completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded7148a308190a687f4d0d61397c6 completed April 15, 2026, 12:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe8c036bfc8190b01bf2128403f557 completed May 9, 2026, 1:21 a.m.
NEDg Description generation batch_69fe8dc977448190a01c55d99d4d9034 completed May 9, 2026, 1:28 a.m.
NED2 Entity disambiguation (via description) batch_69fe8e9e62a4819089b3568d277d5262 completed May 9, 2026, 1:32 a.m.
Created at: April 10, 2026, 2:53 a.m.