Triple

T7139940
Position Surface form Disambiguated ID Type / Status
Subject Stephenson County, Illinois, United States E166415 entity
Predicate hasCountySeat P383 FINISHED
Object Freeport
Freeport is a small city in northern Illinois known as the county seat of Stephenson County and for its historic role in the Lincoln–Douglas debates.
 E643084 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: [Stephenson County, Illinois, United States, hasCountySeat, Freeport]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Freeport
Context triple: [Stephenson County, Illinois, United States, hasCountySeat, Freeport]
  • A. 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.
  • B. Freeport
    Freeport is a major Bahamian city on Grand Bahama known as a free-trade zone and popular tourist and commercial hub.
  • C. Freeport
    Freeport is an unincorporated community located in Winneshiek County in the northeastern part of the U.S. state of Iowa.
  • D. Freeport
    Freeport is a waterfront village on Long Island in New York known for its marinas, fishing industry, and nautical tourism.
  • E. Port Kent
    Port Kent is a small hamlet on the western shore of Lake Champlain in New York, known for its seasonal ferry connection to Vermont and its scenic rail stop.
  • 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: [Stephenson County, Illinois, United States, hasCountySeat, Freeport]
Generated description
Freeport is a small city in northern Illinois known as the county seat of Stephenson County and for its historic role in the Lincoln–Douglas debates.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Freeport
Target entity description: Freeport is a small city in northern Illinois known as the county seat of Stephenson County and for its historic role in the Lincoln–Douglas debates.
  • A. Freeport
    Freeport is a waterfront village on Long Island in New York known for its marinas, fishing industry, and nautical tourism.
  • B. 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.
  • C. Freeport
    Freeport is a major Bahamian city on Grand Bahama known as a free-trade zone and popular tourist and commercial hub.
  • D. Freeport
    Freeport is an unincorporated community located in Winneshiek County in the northeastern part of the U.S. state of Iowa.
  • E. Port Kent
    Port Kent is a small hamlet on the western shore of Lake Champlain in New York, known for its seasonal ferry connection to Vermont and its scenic rail stop.
  • 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_69c6888579d481909e05a8d6b81bf733 completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e7775e408190b880abde0a3f8d12 completed March 27, 2026, 8:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7a34e55f481909b1aee270363fd61 completed March 28, 2026, 9:45 a.m.
NEDg Description generation batch_69c7a40a3f2481908ed97d8413c0f1d4 completed March 28, 2026, 9:48 a.m.
NED2 Entity disambiguation (via description) batch_69c7a46efe3881909d1bdb13f9f2a7da completed March 28, 2026, 9:50 a.m.
Created at: March 27, 2026, 2:45 p.m.