Triple
T1516725
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Columbus, Mississippi |
E32136
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Golden Triangle economic region
The Golden Triangle economic region is a development-focused area in eastern Mississippi centered around the cities of Columbus, Starkville, and West Point, known for its coordinated industrial growth and regional economic initiatives.
|
E172915
|
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: Golden Triangle economic region | Statement: [Columbus, Mississippi, partOf, Golden Triangle economic region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Golden Triangle economic region Context triple: [Columbus, Mississippi, partOf, Golden Triangle economic region]
-
A.
Golden Triangle (universities)
The Golden Triangle (universities) is an informal group of leading research-intensive universities in the English cities of Oxford, Cambridge, and London, noted for their academic prestige, funding, and influence.
-
B.
Golden Horseshoe
The Golden Horseshoe is a densely populated and industrialized region in southern Ontario, Canada, that curves around the western end of Lake Ontario and includes the Greater Toronto Area.
-
C.
Sunni Triangle
The Sunni Triangle is a predominantly Sunni Arab region in central Iraq that gained notoriety as a center of resistance and insurgent activity following the 2003 U.S.-led invasion.
-
D.
Forbes region
The Forbes region is an area in central-west New South Wales, Australia, traditionally associated with and cared for by the Wiradjuri people.
-
E.
Greater Cairo metropolitan area
The Greater Cairo metropolitan area is Egypt’s largest urban agglomeration, encompassing Cairo, Giza, and surrounding cities as a major political, economic, and cultural hub of the Middle East and North Africa.
- 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: Golden Triangle economic region Triple: [Columbus, Mississippi, partOf, Golden Triangle economic region]
Generated description
The Golden Triangle economic region is a development-focused area in eastern Mississippi centered around the cities of Columbus, Starkville, and West Point, known for its coordinated industrial growth and regional economic initiatives.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Golden Triangle economic region Target entity description: The Golden Triangle economic region is a development-focused area in eastern Mississippi centered around the cities of Columbus, Starkville, and West Point, known for its coordinated industrial growth and regional economic initiatives.
-
A.
Golden Triangle (universities)
The Golden Triangle (universities) is an informal group of leading research-intensive universities in the English cities of Oxford, Cambridge, and London, noted for their academic prestige, funding, and influence.
-
B.
Golden Horseshoe
The Golden Horseshoe is a densely populated and industrialized region in southern Ontario, Canada, that curves around the western end of Lake Ontario and includes the Greater Toronto Area.
-
C.
Sunni Triangle
The Sunni Triangle is a predominantly Sunni Arab region in central Iraq that gained notoriety as a center of resistance and insurgent activity following the 2003 U.S.-led invasion.
-
D.
Forbes region
The Forbes region is an area in central-west New South Wales, Australia, traditionally associated with and cared for by the Wiradjuri people.
-
E.
Greater Cairo metropolitan area
The Greater Cairo metropolitan area is Egypt’s largest urban agglomeration, encompassing Cairo, Giza, and surrounding cities as a major political, economic, and cultural hub of the Middle East and North Africa.
- 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_69a885e8caf88190a5fbb6159ce87786 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa61f688148190bcc7c14372ce5bd1 |
completed | March 6, 2026, 5:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad2344f8d8819082e1ae5c980d0525 |
completed | March 8, 2026, 7:20 a.m. |
| NEDg | Description generation | batch_69ad23d86d088190bbea03d5d49bc009 |
completed | March 8, 2026, 7:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad2459c38c8190a8c166c2743a8936 |
completed | March 8, 2026, 7:25 a.m. |
Created at: March 4, 2026, 7:26 p.m.