Triple

T4137498
Position Surface form Disambiguated ID Type / Status
Subject Town of Oak Point, Texas E89189 entity
Predicate transportationAccess P941 FINISHED
Object 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.
E414538 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 720 | Statement: [Town of Oak Point, Texas, transportationAccess, Farm to Market Road 720]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Farm to Market Road 720
Context triple: [Town of Oak Point, Texas, transportationAccess, Farm to Market Road 720]
  • A. Farm to Market Road 156
    Farm to Market Road 156 is a Texas state-maintained farm-to-market highway that connects rural communities and small towns in North Texas to larger regional road networks.
  • B. Farm to Market Road 1389
    Farm to Market Road 1389 is a Texas state-maintained farm-to-market roadway that serves local and regional traffic in and around Seagoville.
  • 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. Texas State Highway 71
    Texas State Highway 71 is a major east–west state highway in Texas that connects the Austin area to cities such as Bastrop and La Grange and serves as a key route toward the Gulf Coast.
  • 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 720
Triple: [Town of Oak Point, Texas, transportationAccess, Farm to Market Road 720]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Farm to Market Road 720
Target entity description: 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.
  • A. Farm to Market Road 156
    Farm to Market Road 156 is a Texas state-maintained farm-to-market highway that connects rural communities and small towns in North Texas to larger regional road networks.
  • B. Farm to Market Road 1389
    Farm to Market Road 1389 is a Texas state-maintained farm-to-market roadway that serves local and regional traffic in and around Seagoville.
  • 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. Texas State Highway 71
    Texas State Highway 71 is a major east–west state highway in Texas that connects the Austin area to cities such as Bastrop and La Grange and serves as a key route toward the Gulf Coast.
  • 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

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_69aed95785788190ae75bcf0cd1cafdf completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af02345c2c819090a9db6b375a7fc7 completed March 9, 2026, 5:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69b576c9f8a081908c2910ac475e4974 completed March 14, 2026, 2:55 p.m.
NEDg Description generation batch_69b57752b9a881909d4440de630121b9 completed March 14, 2026, 2:57 p.m.
NED2 Entity disambiguation (via description) batch_69b577d6d8ac8190bbd2025cbc326acc completed March 14, 2026, 2:59 p.m.
Created at: March 9, 2026, 3:43 p.m.