Triple

T1003875
Position Surface form Disambiguated ID Type / Status
Subject Armstrong County E21664 entity
Predicate hasSettlement P1068 FINISHED
Object Freeport
Freeport is a small borough in western Pennsylvania known for its location along the Allegheny River and its historic role as a regional transportation and industrial hub.
E117872 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: Freeport | Statement: [Armstrong County, hasSettlement, Freeport]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Freeport
Context triple: [Armstrong County, hasSettlement, Freeport]
  • A. Freeport
    Freeport is a waterfront village on Long Island in New York known for its marinas, fishing industry, and nautical tourism.
  • B. New Britain
    New Britain is a large volcanic island in the Bismarck Archipelago of Papua New Guinea, known for its rugged terrain, active volcanoes, and diverse indigenous cultures.
  • C. Point Hope
    Point Hope is a remote Inupiat village and one of the oldest continuously inhabited settlements in North America, located on a gravel spit jutting into the Chukchi Sea in northwest Alaska.
  • D. Knox
    Knox is a surname most famously associated with Henry Knox, a key American Revolutionary War general and the first United States Secretary of War.
  • E. Astoria
    Astoria is a historic port city at the mouth of the Columbia River in northwestern Oregon, known as the oldest American settlement west of the Rocky Mountains.
  • 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: Freeport
Triple: [Armstrong County, hasSettlement, Freeport]
Generated description
Freeport is a small borough in western Pennsylvania known for its location along the Allegheny River and its historic role as a regional transportation and industrial hub.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Freeport
Target entity description: Freeport is a small borough in western Pennsylvania known for its location along the Allegheny River and its historic role as a regional transportation and industrial hub.
  • A. Freeport
    Freeport is a waterfront village on Long Island in New York known for its marinas, fishing industry, and nautical tourism.
  • B. New Britain
    New Britain is a large volcanic island in the Bismarck Archipelago of Papua New Guinea, known for its rugged terrain, active volcanoes, and diverse indigenous cultures.
  • C. Point Hope
    Point Hope is a remote Inupiat village and one of the oldest continuously inhabited settlements in North America, located on a gravel spit jutting into the Chukchi Sea in northwest Alaska.
  • D. Knox
    Knox is a surname most famously associated with Henry Knox, a key American Revolutionary War general and the first United States Secretary of War.
  • E. Astoria
    Astoria is a historic port city at the mouth of the Columbia River in northwestern Oregon, known as the oldest American settlement west of the Rocky Mountains.
  • 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_69a493c53e648190ae8cb76c433fd9a7 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b4ff614081909478500ada1f5059 completed March 1, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac2a1ecddc8190b954d16c6e269498 completed March 7, 2026, 1:37 p.m.
NEDg Description generation batch_69ac2a8dd818819088e6140e9a12594b completed March 7, 2026, 1:39 p.m.
NED2 Entity disambiguation (via description) batch_69ac2af2efd88190b1da673aa3ead5fd completed March 7, 2026, 1:41 p.m.
Created at: March 1, 2026, 7:41 p.m.