Triple

T844904
Position Surface form Disambiguated ID Type / Status
Subject McHenry County, Illinois E18255 entity
Predicate containsVillage P4011 FINISHED
Object 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.
E101652 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: Trout Valley, Illinois | Statement: [McHenry County, Illinois, containsVillage, Trout Valley, Illinois]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Trout Valley, Illinois
Context triple: [McHenry County, Illinois, containsVillage, Trout Valley, Illinois]
  • A. Old Mill Creek, Illinois
    Old Mill Creek, Illinois is a small village in northeastern Illinois known for its rural character and location within Lake County near the Wisconsin border.
  • B. Bull Valley, Illinois
    Bull Valley, Illinois is a small, rural village in northeastern Illinois known for its large-lot residential properties, rolling countryside, and strong land-conservation and low-density development policies.
  • C. Roselle, Illinois
    Roselle, Illinois is a suburban village in the Chicago metropolitan area known for its residential neighborhoods and location within DuPage and Cook counties.
  • D. Darien, Illinois
    Darien, Illinois is a suburban city located in DuPage County, west of Chicago, known for its residential neighborhoods and parkland.
  • E. Matteson, Illinois
    Matteson, Illinois is a suburban village in the Chicago metropolitan area known for its residential communities and retail centers.
  • 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: Trout Valley, Illinois
Triple: [McHenry County, Illinois, containsVillage, Trout Valley, Illinois]
Generated description
Trout Valley, Illinois is a small residential village in McHenry County known for its wooded setting, riverfront location, and community-oriented suburban character.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Trout Valley, Illinois
Target entity description: Trout Valley, Illinois is a small residential village in McHenry County known for its wooded setting, riverfront location, and community-oriented suburban character.
  • A. Old Mill Creek, Illinois
    Old Mill Creek, Illinois is a small village in northeastern Illinois known for its rural character and location within Lake County near the Wisconsin border.
  • B. Bull Valley, Illinois
    Bull Valley, Illinois is a small, rural village in northeastern Illinois known for its large-lot residential properties, rolling countryside, and strong land-conservation and low-density development policies.
  • C. Roselle, Illinois
    Roselle, Illinois is a suburban village in the Chicago metropolitan area known for its residential neighborhoods and location within DuPage and Cook counties.
  • D. Darien, Illinois
    Darien, Illinois is a suburban city located in DuPage County, west of Chicago, known for its residential neighborhoods and parkland.
  • E. Matteson, Illinois
    Matteson, Illinois is a suburban village in the Chicago metropolitan area known for its residential communities and retail centers.
  • 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_69a4938b04208190b82e1df6b572c548 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4ac09249c8190a8099b94a3c9e2cc completed March 1, 2026, 9:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69a7a3bb2fa08190b1e8f26ceb04b08c completed March 4, 2026, 3:15 a.m.
NEDg Description generation batch_69a7a5929de48190b01f45fbf19c72dc completed March 4, 2026, 3:22 a.m.
NED2 Entity disambiguation (via description) batch_69a7a63205308190b55b76116c0d5e7c completed March 4, 2026, 3:25 a.m.
Created at: March 1, 2026, 7:38 p.m.