Triple

T16093311
Position Surface form Disambiguated ID Type / Status
Subject Texas state highways E390416 entity
Predicate distinguishedFrom P1612 FINISHED
Object Texas Park Roads
Texas Park Roads are a system of state-maintained roads that provide access within and to Texas state parks, wildlife areas, and other recreational sites.
E1194981 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 Park Roads | Statement: [Texas state highways, distinguishedFrom, Texas Park Roads]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Texas Park Roads
Context triple: [Texas state highways, distinguishedFrom, Texas Park Roads]
  • 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. 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.
  • C. Texas State Highway Spur
    Texas State Highway Spur is a classification of short, connector state highways in Texas that typically link major routes or freeways to nearby destinations or urban centers.
  • D. Central Texas Turnpike System
    The Central Texas Turnpike System is a network of toll roads in the Austin metropolitan area designed to improve regional mobility and relieve congestion on existing highways.
  • E. Texas State Highway Loop 1
    Texas State Highway Loop 1, commonly known as MoPac Expressway, is a major north–south freeway in the Austin, Texas metropolitan area that serves as a key commuter and regional traffic corridor.
  • 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 Park Roads
Triple: [Texas state highways, distinguishedFrom, Texas Park Roads]
Generated description
Texas Park Roads are a system of state-maintained roads that provide access within and to Texas state parks, wildlife areas, and other recreational sites.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Texas Park Roads
Target entity description: Texas Park Roads are a system of state-maintained roads that provide access within and to Texas state parks, wildlife areas, and other recreational sites.
  • 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. 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.
  • C. Texas State Highway Spur
    Texas State Highway Spur is a classification of short, connector state highways in Texas that typically link major routes or freeways to nearby destinations or urban centers.
  • D. Central Texas Turnpike System
    The Central Texas Turnpike System is a network of toll roads in the Austin metropolitan area designed to improve regional mobility and relieve congestion on existing highways.
  • E. Texas State Highway Loop 1
    Texas State Highway Loop 1, commonly known as MoPac Expressway, is a major north–south freeway in the Austin, Texas metropolitan area that serves as a key commuter and regional traffic corridor.
  • 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_69d87f198bc48190a8b7e53ca15b7ead completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e1858ed09881909bde122971d95753 completed April 17, 2026, 12:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffeb973c88819091fe284420088e7e completed May 10, 2026, 2:21 a.m.
NEDg Description generation batch_69ffed3d57388190a4d0faa58ee2a27b completed May 10, 2026, 2:28 a.m.
NED2 Entity disambiguation (via description) batch_69ffedfb88a881909e6adbb3a372246b completed May 10, 2026, 2:31 a.m.
Created at: April 10, 2026, 4:59 a.m.