Triple

T2961785
Position Surface form Disambiguated ID Type / Status
Subject Town of Northlake, Texas E80065 entity
Predicate nearTransportationCorridor P3034 FINISHED
Object Farm to Market Road 407
Farm to Market Road 407 is a Texas state-maintained roadway that serves as a key regional connector for suburban and rural communities in the Dallas–Fort Worth area.
E101371 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: Farm to Market Road 407 | Statement: [Town of Northlake, Texas, nearTransportationCorridor, Farm to Market Road 407]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Farm to Market Road 407
Context triple: [Town of Northlake, Texas, nearTransportationCorridor, Farm to Market Road 407]
  • A. Highway 75
    Highway 75 is a major roadway in northern Israel that connects the Jezreel Valley region with the city of Nazareth and surrounding communities.
  • B. Texas State Highway 45
    Texas State Highway 45 is a toll highway forming part of the Austin area’s outer loop, helping to route traffic around the city and connect major regional roadways.
  • C. U.S. Route 380
    U.S. Route 380 is an east–west U.S. highway that runs through New Mexico and Texas, connecting rural communities and regional centers across the southern Great Plains.
  • D. Southwest Highway
    Southwest Highway is a major arterial road in the Chicago metropolitan area that runs through suburbs such as Oak Lawn, Illinois.
  • E. Texas State Highway 78
    Texas State Highway 78 is a state highway in Texas that runs through the Dallas–Fort Worth area, serving communities such as Sachse and connecting them to the broader regional road network.
  • 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: Farm to Market Road 407
Triple: [Town of Northlake, Texas, nearTransportationCorridor, Farm to Market Road 407]
Generated description
Farm to Market Road 407 is a Texas state-maintained roadway that serves as a key regional connector for suburban and rural communities in the Dallas–Fort Worth area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Farm to Market Road 407
Target entity description: Farm to Market Road 407 is a Texas state-maintained roadway that serves as a key regional connector for suburban and rural communities in the Dallas–Fort Worth area.
  • A. Highway 75
    Highway 75 is a major roadway in northern Israel that connects the Jezreel Valley region with the city of Nazareth and surrounding communities.
  • B. Texas State Highway 45
    Texas State Highway 45 is a toll highway forming part of the Austin area’s outer loop, helping to route traffic around the city and connect major regional roadways.
  • C. U.S. Route 380
    U.S. Route 380 is an east–west U.S. highway that runs through New Mexico and Texas, connecting rural communities and regional centers across the southern Great Plains.
  • D. Southwest Highway
    Southwest Highway is a major arterial road in the Chicago metropolitan area that runs through suburbs such as Oak Lawn, Illinois.
  • E. Texas State Highway 78 chosen
    Texas State Highway 78 is a state highway in Texas that runs through the Dallas–Fort Worth area, serving communities such as Sachse and connecting them to the broader regional road network.
  • F. None of above.

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_69ad8b1341848190bd19dbf46892887d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9e0fec048190bdd70c60ec5c92cd completed March 8, 2026, 4:04 p.m.
NED1 Entity disambiguation (via context triple) batch_69b0fc959b3c8190a0d95a3e616246f9 completed March 11, 2026, 5:24 a.m.
NEDg Description generation batch_69b0fd6caf508190b45a396d1402ca65 completed March 11, 2026, 5:28 a.m.
NED2 Entity disambiguation (via description) batch_69b0fdcffa8081908e1c1392306ff7af completed March 11, 2026, 5:29 a.m.
Created at: March 8, 2026, 2:57 p.m.