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.