Triple

T5153749
Position Surface form Disambiguated ID Type / Status
Subject Montgomery County, Texas E116259 entity
Predicate containsTown P847 FINISHED
Object Roman Forest, Texas
Roman Forest, Texas is a small residential city in southeastern Texas known for its wooded suburban setting within the Houston metropolitan area.
E498433 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: Roman Forest, Texas | Statement: [Montgomery County, Texas, containsTown, Roman Forest, Texas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Roman Forest, Texas
Context triple: [Montgomery County, Texas, containsTown, Roman Forest, Texas]
  • A. Forest Hill, Texas
    Forest Hill, Texas is a small suburban city in the Dallas–Fort Worth metropolitan area, located just southeast of downtown Fort Worth.
  • B. Forreston, Texas
    Forreston, Texas is a small unincorporated rural community in Ellis County known for its agricultural surroundings and historic ties to the region’s early settlement and railroad era.
  • C. Lone Oak, Texas
    Lone Oak, Texas is a small rural city in North Texas known for its close-knit community and agricultural surroundings.
  • D. Dalworthington Gardens, Texas
    Dalworthington Gardens, Texas is a small, affluent suburban city in the Dallas–Fort Worth metropolitan area known for its semi-rural character and residential communities.
  • E. Rollingwood, Texas
    Rollingwood, Texas is a small, affluent residential city located just west of downtown Austin in central Texas.
  • 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: Roman Forest, Texas
Triple: [Montgomery County, Texas, containsTown, Roman Forest, Texas]
Generated description
Roman Forest, Texas is a small residential city in southeastern Texas known for its wooded suburban setting within the Houston metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Roman Forest, Texas
Target entity description: Roman Forest, Texas is a small residential city in southeastern Texas known for its wooded suburban setting within the Houston metropolitan area.
  • A. Forest Hill, Texas
    Forest Hill, Texas is a small suburban city in the Dallas–Fort Worth metropolitan area, located just southeast of downtown Fort Worth.
  • B. Forreston, Texas
    Forreston, Texas is a small unincorporated rural community in Ellis County known for its agricultural surroundings and historic ties to the region’s early settlement and railroad era.
  • C. Lone Oak, Texas
    Lone Oak, Texas is a small rural city in North Texas known for its close-knit community and agricultural surroundings.
  • D. Dalworthington Gardens, Texas
    Dalworthington Gardens, Texas is a small, affluent suburban city in the Dallas–Fort Worth metropolitan area known for its semi-rural character and residential communities.
  • E. Rollingwood, Texas
    Rollingwood, Texas is a small, affluent residential city located just west of downtown Austin in central Texas.
  • 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_69bd445d94788190b72e2cc563120995 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd78dc329c8190808085c6b3e4241c completed March 20, 2026, 4:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69bed00e333881908487be6958e5133c completed March 21, 2026, 5:06 p.m.
NEDg Description generation batch_69bed358a1248190b97227404b3f2b31 completed March 21, 2026, 5:20 p.m.
NED2 Entity disambiguation (via description) batch_69bed3c470e48190998cacf9c0b42448 completed March 21, 2026, 5:22 p.m.
Created at: March 20, 2026, 1:44 p.m.