Triple

T9439338
Position Surface form Disambiguated ID Type / Status
Subject Lincoln Parish, Louisiana E227600 entity
Predicate hasMajorHighway P385 FINISHED
Object Louisiana Highway 830
Louisiana Highway 830 is a state-maintained roadway in northern Louisiana that serves local traffic and connects communities within Lincoln Parish.
 E816042 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: Louisiana Highway 830 | Statement: [Lincoln Parish, Louisiana, hasMajorHighway, Louisiana Highway 830]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Louisiana Highway 830
Context triple: [Lincoln Parish, Louisiana, hasMajorHighway, Louisiana Highway 830]
  • A. Louisiana Highway 822
    Louisiana Highway 822 is a state-maintained roadway in northern Louisiana that serves local traffic within Lincoln Parish.
  • B. Louisiana Highway 3127
    Louisiana Highway 3127 is a state highway in Louisiana that serves as a major regional route along the west bank of the Mississippi River, connecting several parishes and communities in the River Parishes area.
  • C. Louisiana Highway 135
    Louisiana Highway 135 is a state highway in northeastern Louisiana that serves as a regional connector route within Richland Parish and surrounding rural areas.
  • D. Louisiana Highway 584
    Louisiana Highway 584 is a state highway in northeastern Louisiana that serves as a local connector route within Richland Parish.
  • E. Louisiana Highway 8
    Louisiana Highway 8 is a state highway in central Louisiana that runs east–west across several parishes, connecting rural communities and serving as a 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: Louisiana Highway 830
Triple: [Lincoln Parish, Louisiana, hasMajorHighway, Louisiana Highway 830]
Generated description
Louisiana Highway 830 is a state-maintained roadway in northern Louisiana that serves local traffic and connects communities within Lincoln Parish.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Louisiana Highway 830
Target entity description: Louisiana Highway 830 is a state-maintained roadway in northern Louisiana that serves local traffic and connects communities within Lincoln Parish.
  • A. Louisiana Highway 822
    Louisiana Highway 822 is a state-maintained roadway in northern Louisiana that serves local traffic within Lincoln Parish.
  • B. Louisiana Highway 3127
    Louisiana Highway 3127 is a state highway in Louisiana that serves as a major regional route along the west bank of the Mississippi River, connecting several parishes and communities in the River Parishes area.
  • C. Louisiana Highway 135
    Louisiana Highway 135 is a state highway in northeastern Louisiana that serves as a regional connector route within Richland Parish and surrounding rural areas.
  • D. Louisiana Highway 584
    Louisiana Highway 584 is a state highway in northeastern Louisiana that serves as a local connector route within Richland Parish.
  • E. Louisiana Highway 8
    Louisiana Highway 8 is a state highway in central Louisiana that runs east–west across several parishes, connecting rural communities and serving as a 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_69ca843884488190ad6cbe0153088234 completed March 30, 2026, 2:10 p.m.
NER Named-entity recognition batch_69cd7ee1c8c48190a2ae8673eee07e9a completed April 1, 2026, 8:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69d19f5997a48190b8a08c7aee12c90d completed April 4, 2026, 11:31 p.m.
NEDg Description generation batch_69d1a022efd48190b0206bbdf3d93b9e completed April 4, 2026, 11:34 p.m.
NED2 Entity disambiguation (via description) batch_69d1a09ae5b48190b4d0b01cd20ba140 completed April 4, 2026, 11:36 p.m.
Created at: March 30, 2026, 7:50 p.m.