Triple

T15505430
Position Surface form Disambiguated ID Type / Status
Subject Castro County, Texas E379067 entity
Predicate hasMunicipality P847 FINISHED
Object Nazareth, Texas
Nazareth, Texas is a small rural town in the Texas Panhandle known for its strong German-Catholic heritage and close-knit farming community.
E1327088 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: Nazareth, Texas | Statement: [Castro County, Texas, hasMunicipality, Nazareth, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nazareth, Texas
Context triple: [Castro County, Texas, hasMunicipality, Nazareth, Texas]
  • A. Zavalla, Texas
    Zavalla, Texas is a small rural city in East Texas known for its proximity to the Angelina National Forest and Sam Rayburn Reservoir.
  • B. Nesbitt, Texas
    Nesbitt, Texas is a small unincorporated community in Harrison County that forms part of the Longview–Marshall region in East Texas.
  • C. Tatum, Texas
    Tatum, Texas is a small city in East Texas known for its rural character and location near the intersection of major regional highways.
  • D. Rosenberg, Texas
    Rosenberg, Texas is a growing suburban city in Fort Bend County that forms part of the greater Houston metropolitan area.
  • E. Navasota, Texas
    Navasota, Texas is a small city in Grimes County that serves as a historic railroad and commercial hub within the Greater Houston metropolitan area.
  • 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: Nazareth, Texas
Triple: [Castro County, Texas, hasMunicipality, Nazareth, Texas]
Generated description
Nazareth, Texas is a small rural town in the Texas Panhandle known for its strong German-Catholic heritage and close-knit farming community.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nazareth, Texas
Target entity description: Nazareth, Texas is a small rural town in the Texas Panhandle known for its strong German-Catholic heritage and close-knit farming community.
  • A. Zavalla, Texas
    Zavalla, Texas is a small rural city in East Texas known for its proximity to the Angelina National Forest and Sam Rayburn Reservoir.
  • B. Nesbitt, Texas
    Nesbitt, Texas is a small unincorporated community in Harrison County that forms part of the Longview–Marshall region in East Texas.
  • C. Tatum, Texas
    Tatum, Texas is a small city in East Texas known for its rural character and location near the intersection of major regional highways.
  • D. Rosenberg, Texas
    Rosenberg, Texas is a growing suburban city in Fort Bend County that forms part of the greater Houston metropolitan area.
  • E. Navasota, Texas
    Navasota, Texas is a small city in Grimes County that serves as a historic railroad and commercial hub within the Greater Houston metropolitan area.
  • 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_69d85cd53a7c819080f5b9042c4c199e completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e03fcd5d948190b25a67a72ef980e9 completed April 16, 2026, 1:47 a.m.
NED1 Entity disambiguation (via context triple) batch_6a047123a0408190b03850b3a8942e87 completed May 13, 2026, 12:40 p.m.
NEDg Description generation batch_6a047216091081908e259a5f9d4c8d49 completed May 13, 2026, 12:44 p.m.
NED2 Entity disambiguation (via description) batch_6a0472a5bec08190849a64fc2fce18e8 completed May 13, 2026, 12:46 p.m.
Created at: April 10, 2026, 3:55 a.m.