Triple

T16659588
Position Surface form Disambiguated ID Type / Status
Subject Blackwater E404819 entity
Predicate hasNearbyIndustryTown P20649 FINISHED
Object Bluff
Bluff is a small industrial town in New Zealand’s Southland region, known as a major port and gateway to Stewart Island.
 E576289 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: Bluff | Statement: [Blackwater, hasNearbyIndustryTown, Bluff]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bluff
Context triple: [Blackwater, hasNearbyIndustryTown, Bluff]
  • A. Bluff
    Bluff is a small coastal town at the southern tip of New Zealand’s South Island, known as one of the country’s oldest European settlements and for its famous Bluff oysters.
  • B. The Bluff
    The Bluff is a prominent limestone plateau and the highest point on Cayman Brac, forming the island’s central ridge and most distinctive geographic feature.
  • C. The Bluff
    The Bluff is a small settlement located on South Andros Island in the Bahamas.
  • D. Sandhead
    Sandhead is a small coastal village in Dumfries and Galloway, southwest Scotland, known for its long sandy beach along Luce Bay.
  • E. Iceburgh
    Iceburgh is the costumed penguin mascot of the NHL’s Pittsburgh Penguins, known for entertaining fans at games and team events.
  • 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: Bluff
Triple: [Blackwater, hasNearbyIndustryTown, Bluff]
Generated description
Bluff is a small industrial town in New Zealand’s Southland region, known as a major port and gateway to Stewart Island.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bluff
Target entity description: Bluff is a small industrial town in New Zealand’s Southland region, known as a major port and gateway to Stewart Island.
  • A. Bluff chosen
    Bluff is a small coastal town at the southern tip of New Zealand’s South Island, known as one of the country’s oldest European settlements and for its famous Bluff oysters.
  • B. The Bluff
    The Bluff is a prominent limestone plateau and the highest point on Cayman Brac, forming the island’s central ridge and most distinctive geographic feature.
  • C. The Bluff
    The Bluff is a small settlement located on South Andros Island in the Bahamas.
  • D. Sandhead
    Sandhead is a small coastal village in Dumfries and Galloway, southwest Scotland, known for its long sandy beach along Luce Bay.
  • E. Iceburgh
    Iceburgh is the costumed penguin mascot of the NHL’s Pittsburgh Penguins, known for entertaining fans at games and team events.
  • 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_69d8838b5fbc81908c6575c132b82e80 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e37bfe0fb081909f2de38df0ed59d7 completed April 18, 2026, 12:41 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0084ce7cf0819091e7a4de2cc010ea completed May 10, 2026, 1:14 p.m.
NEDg Description generation batch_6a00862fe04481908bc114001357aea9 completed May 10, 2026, 1:20 p.m.
NED2 Entity disambiguation (via description) batch_6a00879d9f948190bdf40ff7be2505ff completed May 10, 2026, 1:26 p.m.
Created at: April 10, 2026, 5:18 a.m.