Triple

T10834282
Position Surface form Disambiguated ID Type / Status
Subject Walker County, Texas E255706 entity
Predicate hasStateHighway P385 FINISHED
Object Texas State Highway 156
Texas State Highway 156 is a short state highway in eastern Texas that runs through the Sam Houston National Forest, providing a scenic route near Lake Livingston.
 E933026 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 156 | Statement: [Walker County, Texas, hasStateHighway, Texas State Highway 156]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 156
Context triple: [Walker County, Texas, hasStateHighway, Texas State Highway 156]
  • A. Texas State Highway 152
    Texas State Highway 152 is a state highway in the Texas Panhandle that serves as an important east–west route connecting several communities, including Pampa.
  • B. Texas State Highway 150
    Texas State Highway 150 is an east–west state highway in southeastern Texas that serves as a regional connector route through communities including those in Walker County.
  • C. Texas State Highway 56
    Texas State Highway 56 is a state highway in northern Texas that serves as a key east–west route through cities such as Sherman.
  • D. Texas State Highway 155
    Texas State Highway 155 is a state highway in East Texas that runs generally north–south, connecting several communities and serving as a key regional route through areas including Anderson County.
  • E. Texas State Highway 157
    Texas State Highway 157 is a state highway in Texas that serves as a key north–south route connecting several cities in the Dallas–Fort Worth metropolitan area.
  • 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 156
Triple: [Walker County, Texas, hasStateHighway, Texas State Highway 156]
Generated description
Texas State Highway 156 is a short state highway in eastern Texas that runs through the Sam Houston National Forest, providing a scenic route near Lake Livingston.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Texas State Highway 156
Target entity description: Texas State Highway 156 is a short state highway in eastern Texas that runs through the Sam Houston National Forest, providing a scenic route near Lake Livingston.
  • A. Texas State Highway 152
    Texas State Highway 152 is a state highway in the Texas Panhandle that serves as an important east–west route connecting several communities, including Pampa.
  • B. Texas State Highway 150
    Texas State Highway 150 is an east–west state highway in southeastern Texas that serves as a regional connector route through communities including those in Walker County.
  • C. Texas State Highway 56
    Texas State Highway 56 is a state highway in northern Texas that serves as a key east–west route through cities such as Sherman.
  • D. Texas State Highway 155
    Texas State Highway 155 is a state highway in East Texas that runs generally north–south, connecting several communities and serving as a key regional route through areas including Anderson County.
  • E. Texas State Highway 157
    Texas State Highway 157 is a state highway in Texas that serves as a key north–south route connecting several cities in the Dallas–Fort Worth metropolitan area.
  • 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_69d6aa81a5d08190aa86689061d1ddd2 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d74425447081908fb51c7edf54af67 completed April 9, 2026, 6:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69e6e6968aec8190a9d1e51ac7e87853 completed April 21, 2026, 2:53 a.m.
NEDg Description generation batch_69e6ec59994c8190b1de0bec84324fa1 completed April 21, 2026, 3:17 a.m.
NED2 Entity disambiguation (via description) batch_69e6f8ec88e88190bfa21c2d06d67bd8 completed April 21, 2026, 4:11 a.m.
Created at: April 8, 2026, 9:19 p.m.