Triple

T6026168
Position Surface form Disambiguated ID Type / Status
Subject Nacogdoches, Texas E134186 entity
Predicate majorHighway P385 FINISHED
Object Texas State Highway 103
Texas State Highway 103 is an east–west state highway in eastern Texas that connects Nacogdoches to communities near the Louisiana border, serving as an important regional route.
 E569647 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 103 | Statement: [Nacogdoches, Texas, majorHighway, Texas State Highway 103]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 103
Context triple: [Nacogdoches, Texas, majorHighway, Texas State Highway 103]
  • A. Texas State Highway 105
    Texas State Highway 105 is a major east–west state highway in Texas that connects several communities across the southeastern part of the state, including areas within the Houston metropolitan region.
  • B. Texas State Highway 130
    Texas State Highway 130 is a toll road in central Texas known for its high speed limits and role as an alternative route to relieve congestion on Interstate 35.
  • C. Texas State Highway 110
    Texas State Highway 110 is a state highway in Texas that serves as a key regional route connecting communities in and around the Tyler metropolitan area.
  • D. Texas State Highway 11
    Texas State Highway 11 is a state highway in northeastern Texas that runs east–west, connecting several communities including Sherman and serving as an important regional route.
  • E. Texas State Highway 31
    Texas State Highway 31 is a major east–west state highway in Texas that connects several cities and communities, including the Tyler metropolitan area, and serves as an important regional transportation corridor.
  • 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 103
Triple: [Nacogdoches, Texas, majorHighway, Texas State Highway 103]
Generated description
Texas State Highway 103 is an east–west state highway in eastern Texas that connects Nacogdoches to communities near the Louisiana border, serving as an important regional route.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 103
Target entity description: Texas State Highway 103 is an east–west state highway in eastern Texas that connects Nacogdoches to communities near the Louisiana border, serving as an important regional route.
  • A. Texas State Highway 105
    Texas State Highway 105 is a major east–west state highway in Texas that connects several communities across the southeastern part of the state, including areas within the Houston metropolitan region.
  • B. Texas State Highway 130
    Texas State Highway 130 is a toll road in central Texas known for its high speed limits and role as an alternative route to relieve congestion on Interstate 35.
  • C. Texas State Highway 110
    Texas State Highway 110 is a state highway in Texas that serves as a key regional route connecting communities in and around the Tyler metropolitan area.
  • D. Texas State Highway 11
    Texas State Highway 11 is a state highway in northeastern Texas that runs east–west, connecting several communities including Sherman and serving as an important regional route.
  • E. Texas State Highway 31
    Texas State Highway 31 is a major east–west state highway in Texas that connects several cities and communities, including the Tyler metropolitan area, and serves as an important regional transportation corridor.
  • 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_69c0087515148190a97475d412563865 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c04fc08c5c819085afab5b18bce4d1 completed March 22, 2026, 8:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c1251413c08190b1a9639e45e198d3 completed March 23, 2026, 11:33 a.m.
NEDg Description generation batch_69c12983e3f881909b86921640b853ff completed March 23, 2026, 11:52 a.m.
NED2 Entity disambiguation (via description) batch_69c129fc905c8190a88c89ec7fb95f26 completed March 23, 2026, 11:54 a.m.
Created at: March 22, 2026, 4:07 p.m.