Triple

T14628254
Position Surface form Disambiguated ID Type / Status
Subject Bay City, Texas E343408 entity
Predicate roadAccess P385 FINISHED
Object Texas State Highway 111
Texas State Highway 111 is a state highway in Texas that runs across the Gulf Coast region, connecting several rural communities and small cities in the southeastern part of the state.
 E1186908 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 111 | Statement: [Bay City, Texas, roadAccess, Texas State Highway 111]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 111
Context triple: [Bay City, Texas, roadAccess, Texas State Highway 111]
  • A. Texas State Highway 110
    Texas State Highway 110 is a state highway in Texas that serves as a key regional route connecting communities in and around the Tyler metropolitan area.
  • B. Texas State Highway 11
    Texas State Highway 11 is a state highway in northeastern Texas that runs east–west, connecting several communities including Sherman and serving as an important regional route.
  • C. Texas State Highway 118
    Texas State Highway 118 is a state highway in West Texas that runs through the Big Bend region, connecting the town of Alpine to nearby rural areas and scenic desert landscapes.
  • D. Texas State Highway 150
    Texas State Highway 150 is an east–west state highway in southeastern Texas that serves as a regional connector route through communities including those in Walker County.
  • 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 111
Triple: [Bay City, Texas, roadAccess, Texas State Highway 111]
Generated description
Texas State Highway 111 is a state highway in Texas that runs across the Gulf Coast region, connecting several rural communities and small cities in the southeastern part of the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 111
Target entity description: Texas State Highway 111 is a state highway in Texas that runs across the Gulf Coast region, connecting several rural communities and small cities in the southeastern part of the state.
  • A. Texas State Highway 110
    Texas State Highway 110 is a state highway in Texas that serves as a key regional route connecting communities in and around the Tyler metropolitan area.
  • B. Texas State Highway 11
    Texas State Highway 11 is a state highway in northeastern Texas that runs east–west, connecting several communities including Sherman and serving as an important regional route.
  • C. Texas State Highway 118
    Texas State Highway 118 is a state highway in West Texas that runs through the Big Bend region, connecting the town of Alpine to nearby rural areas and scenic desert landscapes.
  • D. Texas State Highway 150
    Texas State Highway 150 is an east–west state highway in southeastern Texas that serves as a regional connector route through communities including those in Walker County.
  • 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_69d822dffc3c8190aa173b90761bffda completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb4a7c8fc81909d10c1f563d7d1e7 completed April 14, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffbe60d4a08190833397c75b56932c completed May 9, 2026, 11:08 p.m.
NEDg Description generation batch_69ffbf70d6488190944986503882678d completed May 9, 2026, 11:12 p.m.
NED2 Entity disambiguation (via description) batch_69ffc08179488190a8f434121bede859 completed May 9, 2026, 11:17 p.m.
Created at: April 10, 2026, 1:26 a.m.