Triple

T15912126
Position Surface form Disambiguated ID Type / Status
Subject Bossier Parish E385873 entity
Predicate hasMajorHighway P385 FINISHED
Object Louisiana Highway 3
Louisiana Highway 3 is a state highway in northwestern Louisiana that serves as a key north–south route connecting communities in and around Bossier Parish.
E1182583 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 3 | Statement: [Bossier Parish, hasMajorHighway, Louisiana Highway 3]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Louisiana Highway 3
Context triple: [Bossier Parish, hasMajorHighway, Louisiana Highway 3]
  • A. Louisiana Highway 33
    Louisiana Highway 33 is a state highway in northern Louisiana that runs generally north–south, connecting the city of Ruston in Lincoln Parish to the Arkansas state line.
  • B. Louisiana Highway 2
    Louisiana Highway 2 is an east–west state highway in northern Louisiana that runs near the Arkansas border, connecting multiple rural communities and regional centers across the area.
  • C. Louisiana Highway 34
    Louisiana Highway 34 is a state highway in Louisiana that runs generally north–south, connecting the city of West Monroe with several rural communities in the region.
  • D. Louisiana Highway 23
    Louisiana Highway 23 is a major state highway in Plaquemines Parish that runs south from the New Orleans area along the west bank of the Mississippi River to the Gulf of Mexico, serving several coastal communities.
  • E. Louisiana Highway 28
    Louisiana Highway 28 is a state highway in central Louisiana that serves as an important east–west transportation corridor connecting several communities and facilitating regional travel.
  • 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 3
Triple: [Bossier Parish, hasMajorHighway, Louisiana Highway 3]
Generated description
Louisiana Highway 3 is a state highway in northwestern Louisiana that serves as a key north–south route connecting communities in and around Bossier Parish.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Louisiana Highway 3
Target entity description: Louisiana Highway 3 is a state highway in northwestern Louisiana that serves as a key north–south route connecting communities in and around Bossier Parish.
  • A. Louisiana Highway 33
    Louisiana Highway 33 is a state highway in northern Louisiana that runs generally north–south, connecting the city of Ruston in Lincoln Parish to the Arkansas state line.
  • B. Louisiana Highway 2
    Louisiana Highway 2 is an east–west state highway in northern Louisiana that runs near the Arkansas border, connecting multiple rural communities and regional centers across the area.
  • C. Louisiana Highway 34
    Louisiana Highway 34 is a state highway in Louisiana that runs generally north–south, connecting the city of West Monroe with several rural communities in the region.
  • D. Louisiana Highway 23
    Louisiana Highway 23 is a major state highway in Plaquemines Parish that runs south from the New Orleans area along the west bank of the Mississippi River to the Gulf of Mexico, serving several coastal communities.
  • E. Louisiana Highway 28
    Louisiana Highway 28 is a state highway in central Louisiana that serves as an important east–west transportation corridor connecting several communities and facilitating regional travel.
  • 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_69d86da686e4819097cbf3b1fc2d881d completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e156601c988190b9bd0cd75897651b completed April 16, 2026, 9:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffb0592b5c8190a4597644864a6bcb completed May 9, 2026, 10:08 p.m.
NEDg Description generation batch_69ffb0ef7f3081908744a759bb3e4e8c completed May 9, 2026, 10:10 p.m.
NED2 Entity disambiguation (via description) batch_69ffb1dbd7d08190b84ae201e0866139 completed May 9, 2026, 10:14 p.m.
Created at: April 10, 2026, 4:52 a.m.