Triple

T2182358
Position Surface form Disambiguated ID Type / Status
Subject Sherman, Texas E49072 entity
Predicate majorHighway P385 FINISHED
Object Texas State Highway 56
Texas State Highway 56 is a state highway in northern Texas that serves as a key east–west route through cities such as Sherman.
 E306897 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 56 | Statement: [Sherman, Texas, majorHighway, Texas State Highway 56]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 56
Context triple: [Sherman, Texas, majorHighway, Texas State Highway 56]
  • A. 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.
  • B. Texas State Highway 16
    Texas State Highway 16 is a major north–south state highway in Texas that runs from the Mexican border near Zapata through the Texas Hill Country to the Dallas–Fort Worth region.
  • C. 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.
  • D. Texas State Highway 130
    Texas State Highway 130 is a toll road in central Texas known for its high speed limits and role as an alternative route to relieve congestion on Interstate 35.
  • E. Texas State Highway 40
    Texas State Highway 40 is a state highway in Texas that serves as a key east–west route through the College Station area, improving local and regional connectivity.
  • 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 56
Triple: [Sherman, Texas, majorHighway, Texas State Highway 56]
Generated description
Texas State Highway 56 is a state highway in northern Texas that serves as a key east–west route through cities such as Sherman.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 56
Target entity description: Texas State Highway 56 is a state highway in northern Texas that serves as a key east–west route through cities such as Sherman.
  • A. 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.
  • B. Texas State Highway 16
    Texas State Highway 16 is a major north–south state highway in Texas that runs from the Mexican border near Zapata through the Texas Hill Country to the Dallas–Fort Worth region.
  • C. 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.
  • D. Texas State Highway 130
    Texas State Highway 130 is a toll road in central Texas known for its high speed limits and role as an alternative route to relieve congestion on Interstate 35.
  • E. Texas State Highway 40
    Texas State Highway 40 is a state highway in Texas that serves as a key east–west route through the College Station area, improving local and regional connectivity.
  • 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_69a88aa72d348190a9544bb5b8a4e71d completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abbf0d551881909d7f907378e1b2b7 completed March 7, 2026, 6 a.m.
NED1 Entity disambiguation (via context triple) batch_69b030fc819c8190a1bd9bba49760fec completed March 10, 2026, 2:55 p.m.
NEDg Description generation batch_69b034d9140881909800f0f052fb4f83 completed March 10, 2026, 3:12 p.m.
NED2 Entity disambiguation (via description) batch_69b035b102b081908b0d9f272ab9c1b1 completed March 10, 2026, 3:16 p.m.
Created at: March 4, 2026, 7:45 p.m.