Triple

T10492527
Position Surface form Disambiguated ID Type / Status
Subject Tomball, Texas E247452 entity
Predicate hasMajorRoad P385 FINISHED
Object Texas State Highway 249
Texas State Highway 249 is a major north–south roadway in the Houston metropolitan area that connects the city of Houston to suburban communities such as Tomball and beyond.
 E871803 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 249 | Statement: [Tomball, Texas, hasMajorRoad, Texas State Highway 249]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 249
Context triple: [Tomball, Texas, hasMajorRoad, Texas State Highway 249]
  • A. Texas State Highway 242
    Texas State Highway 242 is an east–west state highway in southeastern Texas that serves as a major corridor through Montgomery County, connecting Interstate 45 with U.S. Highway 59 and providing access to The Woodlands and surrounding communities.
  • B. Texas State Highway 205
    Texas State Highway 205 is a state highway in northeastern Texas that connects the city of Rockwall with surrounding communities as part of the regional road network.
  • C. Texas State Highway 288
    Texas State Highway 288 is a major north–south roadway in Texas that connects Houston with its southern suburbs and the Gulf Coast region.
  • D. Texas State Highway 42
    Texas State Highway 42 is a state-maintained roadway in East Texas that connects several communities while providing regional access to larger highways and local destinations.
  • E. Texas State Highway 352
    Texas State Highway 352 is a state highway in the Dallas–Fort Worth area that serves as a major east–west arterial route connecting Dallas with suburbs such as Mesquite.
  • 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 249
Triple: [Tomball, Texas, hasMajorRoad, Texas State Highway 249]
Generated description
Texas State Highway 249 is a major north–south roadway in the Houston metropolitan area that connects the city of Houston to suburban communities such as Tomball and beyond.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 249
Target entity description: Texas State Highway 249 is a major north–south roadway in the Houston metropolitan area that connects the city of Houston to suburban communities such as Tomball and beyond.
  • A. Texas State Highway 242
    Texas State Highway 242 is an east–west state highway in southeastern Texas that serves as a major corridor through Montgomery County, connecting Interstate 45 with U.S. Highway 59 and providing access to The Woodlands and surrounding communities.
  • B. Texas State Highway 205
    Texas State Highway 205 is a state highway in northeastern Texas that connects the city of Rockwall with surrounding communities as part of the regional road network.
  • C. Texas State Highway 288
    Texas State Highway 288 is a major north–south roadway in Texas that connects Houston with its southern suburbs and the Gulf Coast region.
  • D. Texas State Highway 42
    Texas State Highway 42 is a state-maintained roadway in East Texas that connects several communities while providing regional access to larger highways and local destinations.
  • E. Texas State Highway 352
    Texas State Highway 352 is a state highway in the Dallas–Fort Worth area that serves as a major east–west arterial route connecting Dallas with suburbs such as Mesquite.
  • 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_69d381c309b88190af78aa681cf6a4c2 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d5097ecbec8190807c4fcc85662026 completed April 7, 2026, 1:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69d94b0d05a88190be036a6e4ab374a7 completed April 10, 2026, 7:10 p.m.
NEDg Description generation batch_69d94e5e83b881909f13f5bbd92a1774 completed April 10, 2026, 7:24 p.m.
NED2 Entity disambiguation (via description) batch_69d9518517608190b5036694b83f5f58 completed April 10, 2026, 7:37 p.m.
Created at: April 6, 2026, 12:24 p.m.