Triple
T2028494
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ark-La-Tex |
E44462
|
entity |
| Predicate | hasEconomicCenter |
P1027
|
FINISHED |
| Object | Longview–Marshall metropolitan area |
E226814
|
NE FINISHED |
How this triple was built (2 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: Longview–Marshall metropolitan area | Statement: [Ark-La-Tex, hasEconomicCenter, Longview–Marshall metropolitan area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Longview–Marshall metropolitan area Context triple: [Ark-La-Tex, hasEconomicCenter, Longview–Marshall metropolitan area]
-
A.
Longview–Marshall metropolitan area
chosen
The Longview–Marshall metropolitan area is a regional urban hub in East Texas centered on the cities of Longview and Marshall, forming a key population and economic center within the Ark-La-Tex region.
-
B.
Longview metropolitan area
The Longview metropolitan area is a regional urban and economic hub in East Texas centered on the city of Longview and its surrounding communities.
-
C.
Longview–Kelso metropolitan area
The Longview–Kelso metropolitan area is a small bi-city region in southwestern Washington centered on the neighboring cities of Longview and Kelso, serving as a commercial and residential hub along the lower Columbia River.
-
D.
Longview
"Longview" is a popular punk rock song by Green Day, best known for its distinctive bass line and themes of boredom and alienation.
-
E.
Greenwood micropolitan area
The Greenwood micropolitan area is a small urban-centered region in Mississippi anchored by the city of Greenwood and its surrounding communities.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69a889144f2481909932f0746a93023d |
completed | March 4, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69abb9136f888190b0fd03530e9eda1e |
completed | March 7, 2026, 5:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae1fead86c8190b3b247e88aad30f9 |
completed | March 9, 2026, 1:18 a.m. |
Created at: March 4, 2026, 7:38 p.m.