Triple

T11062878
Position Surface form Disambiguated ID Type / Status
Subject Wylie E261550 entity
Predicate transportationAccess P941 FINISHED
Object Farm to Market Road 544
Farm to Market Road 544 is a major east–west Texas state roadway that serves as a key commercial and commuter corridor through suburban communities including Wylie in the Dallas–Fort Worth metroplex.
E902998 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 544 | Statement: [Wylie, transportationAccess, Farm to Market Road 544]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Farm to Market Road 544
Context triple: [Wylie, transportationAccess, Farm to Market Road 544]
  • A. Farm to Market Road 546
    Farm to Market Road 546 is a Texas state-maintained secondary highway that serves local and regional traffic in and around Lowry Crossing in Collin County.
  • B. Farm to Market Road 549
    Farm to Market Road 549 is a state-maintained roadway in Texas that serves local and regional traffic, linking rural and suburban areas to larger highway routes.
  • C. Farm to Market Road 455
    Farm to Market Road 455 is a Texas state-maintained farm-to-market highway that serves as a key east–west route connecting rural communities and small towns, including Celina, in North Texas.
  • D. Farm to Market Road 429
    Farm to Market Road 429 is a Texas state-maintained farm-to-market highway that serves as a local connector route in the Ables Springs area and surrounding rural communities.
  • E. Farm to Market Road 720
    Farm to Market Road 720 is a state-maintained roadway in North Texas that serves as a key connector for local communities, including the town of Oak Point, to the regional highway 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 544
Triple: [Wylie, transportationAccess, Farm to Market Road 544]
Generated description
Farm to Market Road 544 is a major east–west Texas state roadway that serves as a key commercial and commuter corridor through suburban communities including Wylie in the Dallas–Fort Worth metroplex.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Farm to Market Road 544
Target entity description: Farm to Market Road 544 is a major east–west Texas state roadway that serves as a key commercial and commuter corridor through suburban communities including Wylie in the Dallas–Fort Worth metroplex.
  • A. Farm to Market Road 546
    Farm to Market Road 546 is a Texas state-maintained secondary highway that serves local and regional traffic in and around Lowry Crossing in Collin County.
  • B. Farm to Market Road 549
    Farm to Market Road 549 is a state-maintained roadway in Texas that serves local and regional traffic, linking rural and suburban areas to larger highway routes.
  • C. Farm to Market Road 455
    Farm to Market Road 455 is a Texas state-maintained farm-to-market highway that serves as a key east–west route connecting rural communities and small towns, including Celina, in North Texas.
  • D. Farm to Market Road 429
    Farm to Market Road 429 is a Texas state-maintained farm-to-market highway that serves as a local connector route in the Ables Springs area and surrounding rural communities.
  • E. Farm to Market Road 720
    Farm to Market Road 720 is a state-maintained roadway in North Texas that serves as a key connector for local communities, including the town of Oak Point, to the regional highway network.
  • 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_69d6aa98650481908609c7c56bfa7902 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d798eb838c819089a89c55209c0295 completed April 9, 2026, 12:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69e3c887d2148190b19c91b6eb548494 completed April 18, 2026, 6:08 p.m.
NEDg Description generation batch_69e3cadf271081908d2b794a4288892a completed April 18, 2026, 6:18 p.m.
NED2 Entity disambiguation (via description) batch_69e3cf1f508c81909b4ca8131b7fc9ee completed April 18, 2026, 6:36 p.m.
Created at: April 8, 2026, 9:26 p.m.