Triple

T21305137
Position Surface form Disambiguated ID Type / Status
Subject Mart, Texas E525175 entity
Predicate roadAccess P385 FINISHED
Object Texas State Highway 164
Texas State Highway 164 is a state highway in Texas that runs through central parts of the state, connecting several small towns and rural communities.
 E1588169 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 | Statement: [Mart, Texas, roadAccess, Texas State Highway 164]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 164
Context triple: [Mart, Texas, roadAccess, Texas State Highway 164]
  • A. 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.
  • B. Texas State Highway 154
    Texas State Highway 154 is a state-maintained roadway in Texas that runs across several counties in the northeastern part of the state, connecting multiple towns and regional routes.
  • C. Texas State Highway 152
    Texas State Highway 152 is a state highway in the Texas Panhandle that serves as an important east–west route connecting several communities, including Pampa.
  • D. Texas State Highway 176
    Texas State Highway 176 is a state highway in Texas that runs through the Permian Basin region, connecting rural communities and oil-producing areas in West Texas.
  • E. 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.
  • 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
Triple: [Mart, Texas, roadAccess, Texas State Highway 164]
Generated description
Texas State Highway 164 is a state highway in Texas that runs through central parts of the state, connecting several small towns and rural communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 164
Target entity description: Texas State Highway 164 is a state highway in Texas that runs through central parts of the state, connecting several small towns and rural communities.
  • A. 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.
  • B. Texas State Highway 154
    Texas State Highway 154 is a state-maintained roadway in Texas that runs across several counties in the northeastern part of the state, connecting multiple towns and regional routes.
  • C. Texas State Highway 152
    Texas State Highway 152 is a state highway in the Texas Panhandle that serves as an important east–west route connecting several communities, including Pampa.
  • D. Texas State Highway 176
    Texas State Highway 176 is a state highway in Texas that runs through the Permian Basin region, connecting rural communities and oil-producing areas in West Texas.
  • E. 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.
  • 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_6a0c82286c908190b72cf03cb3094a40 completed May 19, 2026, 3:30 p.m.
NEDg Description generation batch_6a0ca6eda1f481908482f3a66d576c3c completed May 19, 2026, 6:07 p.m.
NED2 Entity disambiguation (via description) batch_6a0ca7c5176c81908221307bb50ff4ed completed May 19, 2026, 6:11 p.m.
Created at: April 16, 2026, 4:05 p.m.