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.