Triple

T5609786
Position Surface form Disambiguated ID Type / Status
Subject Farm to Market Road 1389 E147323 entity
Predicate highwaySystem P1019 FINISHED
Object Texas farm-to-market road system
The Texas farm-to-market road system is a statewide network of secondary roads designed to connect rural and agricultural areas to market towns and major highways.
 E537021 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: Texas farm-to-market road system | Statement: [Farm to Market Road 1389, highwaySystem, Texas farm-to-market road system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Texas farm-to-market road system
Context triple: [Farm to Market Road 1389, highwaySystem, Texas farm-to-market road system]
  • A. Texas state highways
    Texas state highways are a network of state-maintained roads across Texas that connect cities, towns, and regions, supporting intrastate travel and commerce.
  • B. Oklahoma state highway system
    The Oklahoma state highway system is the network of numbered state-maintained roads and highways that connect cities, towns, and regions throughout the state of Oklahoma.
  • C. Kansas state highway system
    The Kansas state highway system is the network of numbered state-maintained roads and highways that connect cities, towns, and regions throughout the state of Kansas.
  • D. Tennessee State Route System
    The Tennessee State Route System is a network of state-maintained highways that provide regional and local connectivity across the state of Tennessee.
  • E. Kentucky state highway system
    The Kentucky state highway system is the network of numbered state-maintained roads that connect cities, towns, and rural areas throughout the Commonwealth of Kentucky.
  • 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: Texas farm-to-market road system
Triple: [Farm to Market Road 1389, highwaySystem, Texas farm-to-market road system]
Generated description
The Texas farm-to-market road system is a statewide network of secondary roads designed to connect rural and agricultural areas to market towns and major highways.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Texas farm-to-market road system
Target entity description: The Texas farm-to-market road system is a statewide network of secondary roads designed to connect rural and agricultural areas to market towns and major highways.
  • A. Texas state highways
    Texas state highways are a network of state-maintained roads across Texas that connect cities, towns, and regions, supporting intrastate travel and commerce.
  • B. Oklahoma state highway system
    The Oklahoma state highway system is the network of numbered state-maintained roads and highways that connect cities, towns, and regions throughout the state of Oklahoma.
  • C. Kansas state highway system
    The Kansas state highway system is the network of numbered state-maintained roads and highways that connect cities, towns, and regions throughout the state of Kansas.
  • D. Tennessee State Route System
    The Tennessee State Route System is a network of state-maintained highways that provide regional and local connectivity across the state of Tennessee.
  • E. Kentucky state highway system
    The Kentucky state highway system is the network of numbered state-maintained roads that connect cities, towns, and rural areas throughout the Commonwealth of Kentucky.
  • 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_69c0090500f881908374285baf0ac46f completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c0211dfc88819097b6d4254a61f65a completed March 22, 2026, 5:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04d4876208190b8f5b5ab2ba762d8 completed March 22, 2026, 8:12 p.m.
NEDg Description generation batch_69c04e88680c8190845723f52c060fb7 completed March 22, 2026, 8:18 p.m.
NED2 Entity disambiguation (via description) batch_69c04f7b889c81909db7cb4baf40ed80 completed March 22, 2026, 8:22 p.m.
Created at: March 22, 2026, 3:39 p.m.