Triple

T21305138
Position Surface form Disambiguated ID Type / Status
Subject Mart, Texas E525175 entity
Predicate roadAccess P385 FINISHED
Object Texas State Highway 164 Business
Texas State Highway 164 Business is a business loop route of State Highway 164 that serves local traffic and commercial areas in and around Mart, Texas.
E1519253 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 State Highway 164 Business | Statement: [Mart, Texas, roadAccess, Texas State Highway 164 Business]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Texas State Highway 164 Business
Context triple: [Mart, Texas, roadAccess, Texas State Highway 164 Business]
  • A. Texas State Highway 148
    Texas State Highway 148 is a state-maintained roadway in Texas that runs through rural North Texas communities, connecting small towns and local routes in the region.
  • B. Texas State Highway 156
    Texas State Highway 156 is a short state highway in eastern Texas that runs through the Sam Houston National Forest, providing a scenic route near Lake Livingston.
  • C. Texas State Highway 146
    Texas State Highway 146 is a major north–south state highway in eastern Texas that connects coastal and inland communities, serving as an important route for regional travel and commerce.
  • D. Texas State Highway 114
    Texas State Highway 114 is a major east–west roadway in northern Texas that connects parts of the Dallas–Fort Worth metroplex with surrounding communities and regional destinations.
  • E. Texas State Highway 144
    Texas State Highway 144 is a state highway in Texas that runs through north-central parts of the state, connecting communities such as Glen Rose and Granbury and serving as a regional route for local and through traffic.
  • 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 State Highway 164 Business
Triple: [Mart, Texas, roadAccess, Texas State Highway 164 Business]
Generated description
Texas State Highway 164 Business is a business loop route of State Highway 164 that serves local traffic and commercial areas in and around Mart, Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Texas State Highway 164 Business
Target entity description: Texas State Highway 164 Business is a business loop route of State Highway 164 that serves local traffic and commercial areas in and around Mart, Texas.
  • A. Texas State Highway 148
    Texas State Highway 148 is a state-maintained roadway in Texas that runs through rural North Texas communities, connecting small towns and local routes in the region.
  • B. Texas State Highway 156
    Texas State Highway 156 is a short state highway in eastern Texas that runs through the Sam Houston National Forest, providing a scenic route near Lake Livingston.
  • C. Texas State Highway 146
    Texas State Highway 146 is a major north–south state highway in eastern Texas that connects coastal and inland communities, serving as an important route for regional travel and commerce.
  • D. Texas State Highway 114
    Texas State Highway 114 is a major east–west roadway in northern Texas that connects parts of the Dallas–Fort Worth metroplex with surrounding communities and regional destinations.
  • E. Texas State Highway 144
    Texas State Highway 144 is a state highway in Texas that runs through north-central parts of the state, connecting communities such as Glen Rose and Granbury and serving as a regional route for local and through traffic.
  • 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_69e0b518b8948190ad69cf9a8784d397 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e75aa341908190963c4368708860b8 completed April 21, 2026, 11:08 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0a8f03bcfc8190a1d98a2fe78a2afb completed May 18, 2026, 4:01 a.m.
NEDg Description generation batch_6a0a90bab2b88190a2fa73b8f801e39b completed May 18, 2026, 4:08 a.m.
NED2 Entity disambiguation (via description) batch_6a0a91348f5c81909826de3d44ab4c70 completed May 18, 2026, 4:10 a.m.
Created at: April 16, 2026, 4:05 p.m.