Triple

T22648801
Position Surface form Disambiguated ID Type / Status
Subject Seguin, Texas, United States E559039 entity
Predicate originalName P65 FINISHED
Object Walnut Springs
Walnut Springs is the former name of Seguin, a historic city in south-central Texas known for its German heritage and pecan industry.
E1547522 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: Walnut Springs | Statement: [Seguin, Texas, United States, originalName, Walnut Springs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Walnut Springs
Context triple: [Seguin, Texas, United States, originalName, Walnut Springs]
  • A. Crystal Springs
    Crystal Springs is a natural spring in Nevada that serves as a key water source for the Pahranagat Valley’s desert oasis ecosystem.
  • B. Three Springs
    Three Springs is a small rural town in Western Australia known for its grain farming and mining activities.
  • C. Warm Springs
    Warm Springs is a neighborhood and district in the southern part of Fremont, California, known for its residential communities and proximity to major tech and industrial centers.
  • D. Warm Springs
    Warm Springs is the historic mineral spring area in Berkeley Springs, West Virginia, renowned for its natural warm waters and long-standing use as a health resort.
  • E. Sulphur Springs
    Sulphur Springs is a famous geothermal area in Saint Lucia known for its bubbling hot springs, volcanic features, and popular “drive-in volcano” attraction.
  • 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: Walnut Springs
Triple: [Seguin, Texas, United States, originalName, Walnut Springs]
Generated description
Walnut Springs is the former name of Seguin, a historic city in south-central Texas known for its German heritage and pecan industry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Walnut Springs
Target entity description: Walnut Springs is the former name of Seguin, a historic city in south-central Texas known for its German heritage and pecan industry.
  • A. Crystal Springs
    Crystal Springs is a natural spring in Nevada that serves as a key water source for the Pahranagat Valley’s desert oasis ecosystem.
  • B. Three Springs
    Three Springs is a small rural town in Western Australia known for its grain farming and mining activities.
  • C. Warm Springs
    Warm Springs is a neighborhood and district in the southern part of Fremont, California, known for its residential communities and proximity to major tech and industrial centers.
  • D. Warm Springs
    Warm Springs is the historic mineral spring area in Berkeley Springs, West Virginia, renowned for its natural warm waters and long-standing use as a health resort.
  • E. Sulphur Springs
    Sulphur Springs is a famous geothermal area in Saint Lucia known for its bubbling hot springs, volcanic features, and popular “drive-in volcano” attraction.
  • 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_69e245489dd88190b1f674acf61c8769 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f1703a84b081909a683f8c850dcbf9 completed April 29, 2026, 2:43 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b586439c8819080fd72080de21277 completed May 18, 2026, 6:20 p.m.
NEDg Description generation batch_6a0b6f5e95ec81909197b2dbca88d7df completed May 18, 2026, 7:58 p.m.
NED2 Entity disambiguation (via description) batch_6a0b7032e5f48190ada4ef53a71716a6 completed May 18, 2026, 8:01 p.m.
Created at: April 17, 2026, 3:05 p.m.