Triple

T4461662
Position Surface form Disambiguated ID Type / Status
Subject Spring, Texas E98267 entity
Predicate nearbyCity P350 FINISHED
Object Shenandoah, Texas
Shenandoah, Texas is a small suburban city in Montgomery County, north of Houston, known for its retail centers, medical facilities, and proximity to The Woodlands.
 E513071 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: Shenandoah, Texas | Statement: [Spring, Texas, nearbyCity, Shenandoah, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Shenandoah, Texas
Context triple: [Spring, Texas, nearbyCity, Shenandoah, Texas]
  • A. Van Alstyne, Texas
    Van Alstyne, Texas is a small North Texas city known for its historic downtown, rural charm, and growing role as a bedroom community between Sherman and the Dallas–Fort Worth metroplex.
  • B. Sweeny, Texas
    Sweeny, Texas is a small city in Brazoria County that forms part of the Greater Houston metropolitan area.
  • C. Quinlan, Texas
    Quinlan, Texas is a small rural city in North Texas known for its proximity to Lake Tawakoni and its role as a local hub for the surrounding agricultural community.
  • D. Tioga, Texas
    Tioga, Texas is a small rural town in north-central Texas known as the birthplace of country music legend Gene Autry.
  • E. Sanger, Texas
    Sanger, Texas is a small city in Denton County known for its rural character and proximity to outdoor recreation at Ray Roberts Lake.
  • 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: Shenandoah, Texas
Triple: [Spring, Texas, nearbyCity, Shenandoah, Texas]
Generated description
Shenandoah, Texas is a small suburban city in Montgomery County, north of Houston, known for its retail centers, medical facilities, and proximity to The Woodlands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Shenandoah, Texas
Target entity description: Shenandoah, Texas is a small suburban city in Montgomery County, north of Houston, known for its retail centers, medical facilities, and proximity to The Woodlands.
  • A. Van Alstyne, Texas
    Van Alstyne, Texas is a small North Texas city known for its historic downtown, rural charm, and growing role as a bedroom community between Sherman and the Dallas–Fort Worth metroplex.
  • B. Sweeny, Texas
    Sweeny, Texas is a small city in Brazoria County that forms part of the Greater Houston metropolitan area.
  • C. Quinlan, Texas
    Quinlan, Texas is a small rural city in North Texas known for its proximity to Lake Tawakoni and its role as a local hub for the surrounding agricultural community.
  • D. Tioga, Texas
    Tioga, Texas is a small rural town in north-central Texas known as the birthplace of country music legend Gene Autry.
  • E. Sanger, Texas
    Sanger, Texas is a small city in Denton County known for its rural character and proximity to outdoor recreation at Ray Roberts Lake.
  • 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_69b3454a7c608190944f5455c8031d73 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b35674f718819089388c3924dd1414 completed March 13, 2026, 12:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69bf2196e8e88190b8da71ecfb07dfc8 completed March 21, 2026, 10:54 p.m.
NEDg Description generation batch_69bf2236219c8190bd5c439ea13ea83a completed March 21, 2026, 10:56 p.m.
NED2 Entity disambiguation (via description) batch_69bf229a0ad88190b7edc02a98f5fe31 completed March 21, 2026, 10:58 p.m.
Created at: March 12, 2026, 11:34 p.m.