Triple

T11183056
Position Surface form Disambiguated ID Type / Status
Subject Peaster, Texas E264589 entity
Predicate roadAccessVia P9041 FINISHED
Object Farm to Market roads
Farm to Market roads are a network of state-maintained rural highways in Texas designed to connect agricultural areas and small communities to market towns and larger roadways.
E910157 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 roads | Statement: [Peaster, Texas, roadAccessVia, Farm to Market roads]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Farm to Market roads
Context triple: [Peaster, Texas, roadAccessVia, Farm to Market roads]
  • A. Farm to Market Road 987
    Farm to Market Road 987 is a state-maintained roadway in Texas that serves as a key local connector in and around Kaufman.
  • B. Farm to Market Road 813
    Farm to Market Road 813 is a state-maintained rural highway in Texas that connects the unincorporated community of Rockett with nearby towns and regional routes.
  • C. Farm to Market Road 6
    Farm to Market Road 6 is a Texas state-maintained rural roadway that links agricultural areas and small communities to larger highways and markets.
  • D. 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.
  • 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 roads
Triple: [Peaster, Texas, roadAccessVia, Farm to Market roads]
Generated description
Farm to Market roads are a network of state-maintained rural highways in Texas designed to connect agricultural areas and small communities to market towns and larger roadways.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Farm to Market roads
Target entity description: Farm to Market roads are a network of state-maintained rural highways in Texas designed to connect agricultural areas and small communities to market towns and larger roadways.
  • A. Farm to Market Road 987
    Farm to Market Road 987 is a state-maintained roadway in Texas that serves as a key local connector in and around Kaufman.
  • B. Farm to Market Road 813
    Farm to Market Road 813 is a state-maintained rural highway in Texas that connects the unincorporated community of Rockett with nearby towns and regional routes.
  • C. Farm to Market Road 6
    Farm to Market Road 6 is a Texas state-maintained rural roadway that links agricultural areas and small communities to larger highways and markets.
  • D. 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.
  • 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_69d6aa9dafac8190bd90d2c74f661aa7 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e8a9c5e081908c85b41a268428fb completed April 9, 2026, 5:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69e483c1b4f88190b7c38b254d37c7fb completed April 19, 2026, 7:26 a.m.
NEDg Description generation batch_69e48717c35481908fb05597084167e7 completed April 19, 2026, 7:41 a.m.
NED2 Entity disambiguation (via description) batch_69e48875faa88190af33654e6d9a708b completed April 19, 2026, 7:47 a.m.
Created at: April 8, 2026, 9:29 p.m.