Triple

T21076683
Position Surface form Disambiguated ID Type / Status
Subject Farm to Market Road 429 E519252 entity
Predicate locatedIn P40 FINISHED
Object Ables Springs area
The Ables Springs area is a rural community region in Kaufman County, Texas, characterized by farmland, scattered residences, and local roads connecting it to nearby towns.
E1464591 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: Ables Springs area | Statement: [Farm to Market Road 429, locatedIn, Ables Springs area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ables Springs area
Context triple: [Farm to Market Road 429, locatedIn, Ables Springs area]
  • A. Aquarena Springs area
    The Aquarena Springs area is a protected natural and recreational zone in San Marcos, Texas, known for its clear spring-fed waters, diverse aquatic ecosystems, and historic tourism attractions.
  • B. Bridges Creek area
    Bridges Creek area is a historic locality in what is now Westmoreland County, Virginia, known as part of the early colonial landscape associated with plantations and settlements along Pope’s Creek.
  • C. Soper Creek area
    The Soper Creek area is a natural and rural locality in the former Township of Darlington in Ontario, known for the creek that runs through it and its surrounding countryside.
  • D. Eagle Falls area
    The Eagle Falls area is a scenic natural viewpoint known for its waterfalls and expansive vistas, including clear views of nearby Dead Man’s Island.
  • E. Lane Spring Recreation Area
    Lane Spring Recreation Area is a scenic outdoor site near Rolla, Missouri, offering camping, hiking, fishing, and picnicking along the clear waters and forested landscapes of the Ozarks.
  • 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: Ables Springs area
Triple: [Farm to Market Road 429, locatedIn, Ables Springs area]
Generated description
The Ables Springs area is a rural community region in Kaufman County, Texas, characterized by farmland, scattered residences, and local roads connecting it to nearby towns.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ables Springs area
Target entity description: The Ables Springs area is a rural community region in Kaufman County, Texas, characterized by farmland, scattered residences, and local roads connecting it to nearby towns.
  • A. Aquarena Springs area
    The Aquarena Springs area is a protected natural and recreational zone in San Marcos, Texas, known for its clear spring-fed waters, diverse aquatic ecosystems, and historic tourism attractions.
  • B. Bridges Creek area
    Bridges Creek area is a historic locality in what is now Westmoreland County, Virginia, known as part of the early colonial landscape associated with plantations and settlements along Pope’s Creek.
  • C. Soper Creek area
    The Soper Creek area is a natural and rural locality in the former Township of Darlington in Ontario, known for the creek that runs through it and its surrounding countryside.
  • D. Eagle Falls area
    The Eagle Falls area is a scenic natural viewpoint known for its waterfalls and expansive vistas, including clear views of nearby Dead Man’s Island.
  • E. Lane Spring Recreation Area
    Lane Spring Recreation Area is a scenic outdoor site near Rolla, Missouri, offering camping, hiking, fishing, and picnicking along the clear waters and forested landscapes of the Ozarks.
  • 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_69e0b506e59c8190849b71ed07929215 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e702d77b8081908ecfb05ab391fd39 completed April 21, 2026, 4:53 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09507a4a048190beda6f1af1b5eb67 completed May 17, 2026, 5:22 a.m.
NEDg Description generation batch_6a0951a8c31c8190b77554fa0c8a0d80 completed May 17, 2026, 5:27 a.m.
NED2 Entity disambiguation (via description) batch_6a09526fc3c4819098fcdfa105b840bd completed May 17, 2026, 5:30 a.m.
Created at: April 16, 2026, 2:49 p.m.