Triple

T13455693
Position Surface form Disambiguated ID Type / Status
Subject Beaumont–Port Arthur metropolitan area E311224 entity
Predicate border P224 FINISHED
Object Louisiana (across Sabine River)
Louisiana (across Sabine River) refers to the neighboring U.S. state located east of the Beaumont–Port Arthur metropolitan area, separated from Texas by the Sabine River.
E1041508 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 (across Sabine River) | Statement: [Beaumont–Port Arthur metropolitan area, border, Louisiana (across Sabine River)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Louisiana (across Sabine River)
Context triple: [Beaumont–Port Arthur metropolitan area, border, Louisiana (across Sabine River)]
  • A. Northwestern Louisiana
    Northwestern Louisiana is a region of the U.S. state of Louisiana centered around the city of Shreveport and known for its blend of Southern, Texan, and Ark-La-Tex cultural influences.
  • B. Cane River region
    The Cane River region is a historic area in central Louisiana known for its Creole culture, plantations, and scenic landscapes along the Cane River.
  • C. Arkansas–Louisiana border
    The Arkansas–Louisiana border is the state line separating Arkansas and Louisiana in the southern United States, running largely north–south through rural areas, forests, and riverlands.
  • D. Mississippi–Louisiana border
    The Mississippi–Louisiana border is the state boundary in the southern United States that largely follows the course of the Pearl River and separates Mississippi from Louisiana.
  • E. North Louisiana
    North Louisiana is a culturally Southern, largely rural region of the state known for its pine forests, small towns, and economic ties to agriculture and the oil and gas industry.
  • 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 (across Sabine River)
Triple: [Beaumont–Port Arthur metropolitan area, border, Louisiana (across Sabine River)]
Generated description
Louisiana (across Sabine River) refers to the neighboring U.S. state located east of the Beaumont–Port Arthur metropolitan area, separated from Texas by the Sabine River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Louisiana (across Sabine River)
Target entity description: Louisiana (across Sabine River) refers to the neighboring U.S. state located east of the Beaumont–Port Arthur metropolitan area, separated from Texas by the Sabine River.
  • A. Northwestern Louisiana
    Northwestern Louisiana is a region of the U.S. state of Louisiana centered around the city of Shreveport and known for its blend of Southern, Texan, and Ark-La-Tex cultural influences.
  • B. Cane River region
    The Cane River region is a historic area in central Louisiana known for its Creole culture, plantations, and scenic landscapes along the Cane River.
  • C. Arkansas–Louisiana border
    The Arkansas–Louisiana border is the state line separating Arkansas and Louisiana in the southern United States, running largely north–south through rural areas, forests, and riverlands.
  • D. Mississippi–Louisiana border
    The Mississippi–Louisiana border is the state boundary in the southern United States that largely follows the course of the Pearl River and separates Mississippi from Louisiana.
  • E. North Louisiana
    North Louisiana is a culturally Southern, largely rural region of the state known for its pine forests, small towns, and economic ties to agriculture and the oil and gas industry.
  • 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_69d806a938b8819097ec43a2229fc7f9 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69dbaefc52448190b30d7999f44a9765 completed April 12, 2026, 2:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69f7399e33008190b10c14f30ff0c0d2 completed May 3, 2026, 12:03 p.m.
NEDg Description generation batch_69f73e59f4d88190b13904a347072cdd completed May 3, 2026, 12:23 p.m.
NED2 Entity disambiguation (via description) batch_69f73ece474c81909007cf1330a5b8c1 completed May 3, 2026, 12:25 p.m.
Created at: April 9, 2026, 9:41 p.m.