Triple

T14160108
Position Surface form Disambiguated ID Type / Status
Subject City of DeSoto E350912 entity
Predicate hasTransportationAccess P1298 FINISHED
Object Texas State Highway 67
Texas State Highway 67 is a major north–south state highway in Texas that connects the Dallas–Fort Worth area to several smaller communities and regional routes in North and Central Texas.
E1166191 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 67 | Statement: [City of DeSoto, hasTransportationAccess, Texas State Highway 67]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Texas State Highway 67
Context triple: [City of DeSoto, hasTransportationAccess, Texas State Highway 67]
  • A. Texas State Highway 69
    Texas State Highway 69 is a state-maintained roadway in Texas that connects several communities in the northeastern part of the state, facilitating regional travel and local access.
  • B. Texas State Highway 63
    Texas State Highway 63 is a state highway in eastern Texas that runs through Jasper County, providing a key east–west route toward the Louisiana state line.
  • C. Texas State Highway 64
    Texas State Highway 64 is a state highway in Texas that runs east–west across several counties, connecting communities in East Texas to the city of Tyler and other regional routes.
  • D. Texas State Highway 62
    Texas State Highway 62 is a state highway in southeastern Texas that runs through rural communities and connects parts of Jasper County to nearby regional routes.
  • E. Texas State Highway 6
    Texas State Highway 6 is a major north–south state highway in Texas that runs from the Gulf Coast near Galveston through the Brazos Valley and up toward the Dallas–Fort Worth region, serving as an important regional transportation corridor.
  • 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 67
Triple: [City of DeSoto, hasTransportationAccess, Texas State Highway 67]
Generated description
Texas State Highway 67 is a major north–south state highway in Texas that connects the Dallas–Fort Worth area to several smaller communities and regional routes in North and Central Texas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Texas State Highway 67
Target entity description: Texas State Highway 67 is a major north–south state highway in Texas that connects the Dallas–Fort Worth area to several smaller communities and regional routes in North and Central Texas.
  • A. Texas State Highway 69
    Texas State Highway 69 is a state-maintained roadway in Texas that connects several communities in the northeastern part of the state, facilitating regional travel and local access.
  • B. Texas State Highway 63
    Texas State Highway 63 is a state highway in eastern Texas that runs through Jasper County, providing a key east–west route toward the Louisiana state line.
  • C. Texas State Highway 64
    Texas State Highway 64 is a state highway in Texas that runs east–west across several counties, connecting communities in East Texas to the city of Tyler and other regional routes.
  • D. Texas State Highway 62
    Texas State Highway 62 is a state highway in southeastern Texas that runs through rural communities and connects parts of Jasper County to nearby regional routes.
  • E. Texas State Highway 6
    Texas State Highway 6 is a major north–south state highway in Texas that runs from the Gulf Coast near Galveston through the Brazos Valley and up toward the Dallas–Fort Worth region, serving as an important regional transportation corridor.
  • 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_69d8278775fc8190b0802d22ca2f495d completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de61393f308190bb357e2bd1916f94 completed April 14, 2026, 3:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69ff56ade75c8190b556c3b0ba692a96 completed May 9, 2026, 3:45 p.m.
NEDg Description generation batch_69ff5858f6f88190a94a871c831e4f78 completed May 9, 2026, 3:52 p.m.
NED2 Entity disambiguation (via description) batch_69ff589de85c8190abc9c888ac90cf52 completed May 9, 2026, 3:54 p.m.
Created at: April 10, 2026, 12:59 a.m.