Triple

T9439341
Position Surface form Disambiguated ID Type / Status
Subject Lincoln Parish, Louisiana E227600 entity
Predicate hasMajorHighway P385 FINISHED
Object Louisiana Highway 821
Louisiana Highway 821 is a state-maintained roadway in northern Louisiana that serves local traffic within Lincoln Parish.
 E814439 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 821 | Statement: [Lincoln Parish, Louisiana, hasMajorHighway, Louisiana Highway 821]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Louisiana Highway 821
Context triple: [Lincoln Parish, Louisiana, hasMajorHighway, Louisiana Highway 821]
  • A. Louisiana Highway 820
    Louisiana Highway 820 is a state-maintained roadway in northern Louisiana that serves local traffic and connects rural areas within Lincoln Parish to nearby communities and major routes.
  • B. Louisiana Highway 822
    Louisiana Highway 822 is a state-maintained roadway in northern Louisiana that serves local traffic within Lincoln Parish.
  • C. Louisiana Highway 818
    Louisiana Highway 818 is a state-maintained roadway in northern Louisiana that serves local traffic within Lincoln Parish.
  • D. 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.
  • E. 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.
  • 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 821
Triple: [Lincoln Parish, Louisiana, hasMajorHighway, Louisiana Highway 821]
Generated description
Louisiana Highway 821 is a state-maintained roadway in northern Louisiana that serves local traffic within Lincoln Parish.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Louisiana Highway 821
Target entity description: Louisiana Highway 821 is a state-maintained roadway in northern Louisiana that serves local traffic within Lincoln Parish.
  • A. Louisiana Highway 820
    Louisiana Highway 820 is a state-maintained roadway in northern Louisiana that serves local traffic and connects rural areas within Lincoln Parish to nearby communities and major routes.
  • B. Louisiana Highway 822 chosen
    Louisiana Highway 822 is a state-maintained roadway in northern Louisiana that serves local traffic within Lincoln Parish.
  • C. Louisiana Highway 818
    Louisiana Highway 818 is a state-maintained roadway in northern Louisiana that serves local traffic within Lincoln Parish.
  • D. 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.
  • E. 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.
  • F. None of above.

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_69d1c3f6f54c8190b0320d9cb1ae356c completed April 5, 2026, 2:07 a.m.
NEDg Description generation batch_69d1c4d62a78819089ece2bb1f5fb66b completed April 5, 2026, 2:11 a.m.
NED2 Entity disambiguation (via description) batch_69d1c589b90481908bc0944868d648b2 completed April 5, 2026, 2:14 a.m.
Created at: March 30, 2026, 7:50 p.m.