Triple

T17772241
Position Surface form Disambiguated ID Type / Status
Subject Conroe Independent School District E443667 entity
Predicate servesArea P82 FINISHED
Object Unincorporated areas of Montgomery County, Texas
The unincorporated areas of Montgomery County, Texas are communities and rural regions outside any city limits that rely on county-level governance and services rather than municipal governments.
E1287502 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: Unincorporated areas of Montgomery County, Texas | Statement: [Conroe Independent School District, servesArea, Unincorporated areas of Montgomery County, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Unincorporated areas of Montgomery County, Texas
Context triple: [Conroe Independent School District, servesArea, Unincorporated areas of Montgomery County, Texas]
  • A. Montgomery County, Texas
    Montgomery County, Texas is a rapidly growing county in southeastern Texas, north of Houston, known for its suburban communities, Lake Conroe recreation area, and role as part of the Greater Houston metropolitan region.
  • B. Morris County, Texas
    Morris County, Texas is a small, rural county in northeastern Texas known for its piney woods landscape, agricultural economy, and tight-knit communities.
  • C. Hidalgo County metropolitan area
    The Hidalgo County metropolitan area is a South Texas urban region centered around cities like McAllen, Edinburg, and Pharr, forming a major population and economic hub in the Rio Grande Valley along the U.S.–Mexico border.
  • D. Midland County, Texas
    Midland County, Texas is a West Texas county centered around the city of Midland, known for its pivotal role in the Permian Basin oil industry and its strong ties to the region’s energy-driven economy.
  • E. northwest Harris County, Texas
    Northwest Harris County, Texas is a suburban region of the Greater Houston area characterized by rapidly growing residential communities, commercial development, and multiple independent school districts.
  • 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: Unincorporated areas of Montgomery County, Texas
Triple: [Conroe Independent School District, servesArea, Unincorporated areas of Montgomery County, Texas]
Generated description
The unincorporated areas of Montgomery County, Texas are communities and rural regions outside any city limits that rely on county-level governance and services rather than municipal governments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Unincorporated areas of Montgomery County, Texas
Target entity description: The unincorporated areas of Montgomery County, Texas are communities and rural regions outside any city limits that rely on county-level governance and services rather than municipal governments.
  • A. Montgomery County, Texas
    Montgomery County, Texas is a rapidly growing county in southeastern Texas, north of Houston, known for its suburban communities, Lake Conroe recreation area, and role as part of the Greater Houston metropolitan region.
  • B. Morris County, Texas
    Morris County, Texas is a small, rural county in northeastern Texas known for its piney woods landscape, agricultural economy, and tight-knit communities.
  • C. Hidalgo County metropolitan area
    The Hidalgo County metropolitan area is a South Texas urban region centered around cities like McAllen, Edinburg, and Pharr, forming a major population and economic hub in the Rio Grande Valley along the U.S.–Mexico border.
  • D. Midland County, Texas
    Midland County, Texas is a West Texas county centered around the city of Midland, known for its pivotal role in the Permian Basin oil industry and its strong ties to the region’s energy-driven economy.
  • E. northwest Harris County, Texas
    Northwest Harris County, Texas is a suburban region of the Greater Houston area characterized by rapidly growing residential communities, commercial development, and multiple independent school districts.
  • 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_69d8b9ef17708190bdf7e2adbf14ddc2 completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e486005770819085d637279b2334eb completed April 19, 2026, 7:36 a.m.
NED1 Entity disambiguation (via context triple) batch_6a02efc6004c819095f9b6284b015b8d completed May 12, 2026, 9:15 a.m.
NEDg Description generation batch_6a02f113a41c8190b17611eaa50516ca completed May 12, 2026, 9:21 a.m.
NED2 Entity disambiguation (via description) batch_6a02f1e980f4819087eb191e13396581 completed May 12, 2026, 9:24 a.m.
Created at: April 10, 2026, 10:11 a.m.