Triple

T13142233
Position Surface form Disambiguated ID Type / Status
Subject Surfside Beach, Texas E312236 entity
Predicate hasTransportation P105 FINISHED
Object road access via Texas State Highway 332
Road access via Texas State Highway 332 is the primary highway route connecting Surfside Beach, Texas, to the regional road network and nearby inland communities.
 E1024956 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: road access via Texas State Highway 332 | Statement: [Surfside Beach, Texas, hasTransportation, road access via Texas State Highway 332]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: road access via Texas State Highway 332
Context triple: [Surfside Beach, Texas, hasTransportation, road access via Texas State Highway 332]
  • A. Texas State Highway 321
    Texas State Highway 321 is a state-maintained roadway in Texas that serves as a regional connector route in the southeastern part of the state, linking rural communities to larger highways and towns.
  • B. Texas State Highway 352
    Texas State Highway 352 is a state highway in the Dallas–Fort Worth area that serves as a major east–west arterial route connecting Dallas with suburbs such as Mesquite.
  • C. Texas State Highway 304
    Texas State Highway 304 is a state highway in Texas that serves as a key north–south route through Bastrop County, connecting rural areas with nearby towns and major roads.
  • D. Texas State Highway 342
    Texas State Highway 342 is a state highway in Texas that serves as a primary north–south route through the city of Lancaster and surrounding areas in the Dallas–Fort Worth region.
  • E. Texas State Highway 349
    Texas State Highway 349 is a state highway in Texas that runs through the Permian Basin region, connecting rural communities and oil-producing areas to larger transportation routes.
  • 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: road access via Texas State Highway 332
Triple: [Surfside Beach, Texas, hasTransportation, road access via Texas State Highway 332]
Generated description
Road access via Texas State Highway 332 is the primary highway route connecting Surfside Beach, Texas, to the regional road network and nearby inland communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: road access via Texas State Highway 332
Target entity description: Road access via Texas State Highway 332 is the primary highway route connecting Surfside Beach, Texas, to the regional road network and nearby inland communities.
  • A. Texas State Highway 321
    Texas State Highway 321 is a state-maintained roadway in Texas that serves as a regional connector route in the southeastern part of the state, linking rural communities to larger highways and towns.
  • B. Texas State Highway 352
    Texas State Highway 352 is a state highway in the Dallas–Fort Worth area that serves as a major east–west arterial route connecting Dallas with suburbs such as Mesquite.
  • C. Texas State Highway 304
    Texas State Highway 304 is a state highway in Texas that serves as a key north–south route through Bastrop County, connecting rural areas with nearby towns and major roads.
  • D. Texas State Highway 342
    Texas State Highway 342 is a state highway in Texas that serves as a primary north–south route through the city of Lancaster and surrounding areas in the Dallas–Fort Worth region.
  • E. Texas State Highway 349
    Texas State Highway 349 is a state highway in Texas that runs through the Permian Basin region, connecting rural communities and oil-producing areas to larger transportation routes.
  • 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_69d806aabde48190899e13e41659cae5 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d981b84f1081908b9e2d54a64d4c2d completed April 10, 2026, 11:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6eae4a87881908be57e15f001c904 completed May 3, 2026, 6:27 a.m.
NEDg Description generation batch_69f6f05a3dd48190a8b2c52f64a2edd0 completed May 3, 2026, 6:51 a.m.
NED2 Entity disambiguation (via description) batch_69f6f1a7c8108190a9668d2f0bb634b1 completed May 3, 2026, 6:56 a.m.
Created at: April 9, 2026, 9:10 p.m.