Triple

T7139947
Position Surface form Disambiguated ID Type / Status
Subject Stephenson County, Illinois, United States E166415 entity
Predicate hasMajorSettlement P316 FINISHED
Object German Valley, Illinois
German Valley, Illinois is a small village in northern Illinois located within Stephenson County in the United States.
E643087 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: German Valley, Illinois | Statement: [Stephenson County, Illinois, United States, hasMajorSettlement, German Valley, Illinois]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: German Valley, Illinois
Context triple: [Stephenson County, Illinois, United States, hasMajorSettlement, German Valley, Illinois]
  • A. Trout Valley, Illinois
    Trout Valley, Illinois is a small residential village in McHenry County known for its wooded setting, riverfront location, and community-oriented suburban character.
  • B. Illinois Valley
    Illinois Valley is a rural river valley region in southwestern Oregon known for its forests, outdoor recreation, and small communities near the Illinois River.
  • C. Indian Creek, Illinois
    Indian Creek, Illinois is a small community in the state of Illinois, United States.
  • D. Wildwood, Illinois
    Wildwood, Illinois is an unincorporated residential community in Lake County known for its proximity to several small lakes and neighboring villages such as Third Lake.
  • E. Ivesdale, Illinois
    Ivesdale, Illinois is a small rural village located in central Illinois within Champaign County.
  • 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: German Valley, Illinois
Triple: [Stephenson County, Illinois, United States, hasMajorSettlement, German Valley, Illinois]
Generated description
German Valley, Illinois is a small village in northern Illinois located within Stephenson County in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: German Valley, Illinois
Target entity description: German Valley, Illinois is a small village in northern Illinois located within Stephenson County in the United States.
  • A. Trout Valley, Illinois
    Trout Valley, Illinois is a small residential village in McHenry County known for its wooded setting, riverfront location, and community-oriented suburban character.
  • B. Illinois Valley
    Illinois Valley is a rural river valley region in southwestern Oregon known for its forests, outdoor recreation, and small communities near the Illinois River.
  • C. Indian Creek, Illinois
    Indian Creek, Illinois is a small community in the state of Illinois, United States.
  • D. Wildwood, Illinois
    Wildwood, Illinois is an unincorporated residential community in Lake County known for its proximity to several small lakes and neighboring villages such as Third Lake.
  • E. Ivesdale, Illinois
    Ivesdale, Illinois is a small rural village located in central Illinois within Champaign County.
  • 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.