Triple

T11447846
Position Surface form Disambiguated ID Type / Status
Subject Humble, Texas, United States E271309 entity
Predicate hasMajorRoad P385 FINISHED
Object Farm to Market Road 1960
Farm to Market Road 1960 is a heavily traveled east–west arterial roadway in the Houston metropolitan area of Texas, known for its dense commercial development and role as a major suburban thoroughfare.
E926486 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 1960 | Statement: [Humble, Texas, United States, hasMajorRoad, Farm to Market Road 1960]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Farm to Market Road 1960
Context triple: [Humble, Texas, United States, hasMajorRoad, Farm to Market Road 1960]
  • 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 987
    Farm to Market Road 987 is a state-maintained roadway in Texas that serves as a key local connector in and around Kaufman.
  • C. Farm to Market Road 685
    Farm to Market Road 685 is a state-maintained roadway in Texas that serves as a key north–south arterial route through the rapidly growing Austin-area suburbs, including Pflugerville.
  • D. 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.
  • 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 1960
Triple: [Humble, Texas, United States, hasMajorRoad, Farm to Market Road 1960]
Generated description
Farm to Market Road 1960 is a heavily traveled east–west arterial roadway in the Houston metropolitan area of Texas, known for its dense commercial development and role as a major suburban thoroughfare.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Farm to Market Road 1960
Target entity description: Farm to Market Road 1960 is a heavily traveled east–west arterial roadway in the Houston metropolitan area of Texas, known for its dense commercial development and role as a major suburban thoroughfare.
  • 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 987
    Farm to Market Road 987 is a state-maintained roadway in Texas that serves as a key local connector in and around Kaufman.
  • C. Farm to Market Road 685
    Farm to Market Road 685 is a state-maintained roadway in Texas that serves as a key north–south arterial route through the rapidly growing Austin-area suburbs, including Pflugerville.
  • D. 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.
  • 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_69d6aadff8888190a13f253f0d460874 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d81c6d4890819082fb4a670feb2629 completed April 9, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5d3cb63408190a96b97f716d46082 completed April 20, 2026, 7:20 a.m.
NEDg Description generation batch_69e5d7e46e248190aba139dc32185e2f completed April 20, 2026, 7:38 a.m.
NED2 Entity disambiguation (via description) batch_69e5e192297c8190992578f734e63427 completed April 20, 2026, 8:19 a.m.
Created at: April 8, 2026, 9:35 p.m.