Triple

T14747417
Position Surface form Disambiguated ID Type / Status
Subject South Australian rail network E346507 entity
Predicate connectsToMiningRegion P115626 FINISHED
Object Iron Triangle region
The Iron Triangle region is an industrial and mining area in South Australia, centered around towns like Port Pirie, Port Augusta, and Whyalla, known for heavy industry, steel production, and mineral processing.
E1117979 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: Iron Triangle region | Statement: [South Australian rail network, connectsToMiningRegion, Iron Triangle region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Iron Triangle region
Context triple: [South Australian rail network, connectsToMiningRegion, Iron Triangle region]
  • A. National Triangle
    The National Triangle is a prominent urban precinct in Canberra, Australia, encompassing key national institutions and ceremonial spaces arranged in a distinctive geometric layout.
  • B. Three Rivers area
    The Three Rivers area is a region in northeastern Oklahoma centered around the confluence of major rivers and known for its rich Native American history and cultural heritage.
  • C. Piedmont industrial belt
    The Piedmont industrial belt is a historically significant manufacturing and transportation corridor in the eastern United States, characterized by dense industry and rail-linked cities stretching along the Piedmont plateau.
  • D. Tri-Valley
    The Tri-Valley is a suburban region in the eastern San Francisco Bay Area of California, centered around the cities of Dublin, Pleasanton, and Livermore.
  • E. Golden Triangle micropolitan area
    The Golden Triangle micropolitan area is a small regional hub in eastern Mississippi centered around the cities of Columbus, Starkville, and West Point, known for its manufacturing base, educational institutions, and economic development initiatives.
  • 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: Iron Triangle region
Triple: [South Australian rail network, connectsToMiningRegion, Iron Triangle region]
Generated description
The Iron Triangle region is an industrial and mining area in South Australia, centered around towns like Port Pirie, Port Augusta, and Whyalla, known for heavy industry, steel production, and mineral processing.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Iron Triangle region
Target entity description: The Iron Triangle region is an industrial and mining area in South Australia, centered around towns like Port Pirie, Port Augusta, and Whyalla, known for heavy industry, steel production, and mineral processing.
  • A. National Triangle
    The National Triangle is a prominent urban precinct in Canberra, Australia, encompassing key national institutions and ceremonial spaces arranged in a distinctive geometric layout.
  • B. Three Rivers area
    The Three Rivers area is a region in northeastern Oklahoma centered around the confluence of major rivers and known for its rich Native American history and cultural heritage.
  • C. Piedmont industrial belt
    The Piedmont industrial belt is a historically significant manufacturing and transportation corridor in the eastern United States, characterized by dense industry and rail-linked cities stretching along the Piedmont plateau.
  • D. Tri-Valley
    The Tri-Valley is a suburban region in the eastern San Francisco Bay Area of California, centered around the cities of Dublin, Pleasanton, and Livermore.
  • E. Golden Triangle micropolitan area
    The Golden Triangle micropolitan area is a small regional hub in eastern Mississippi centered around the cities of Columbus, Starkville, and West Point, known for its manufacturing base, educational institutions, and economic development initiatives.
  • 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_69d822e6f1c88190bc494d491a907114 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69dec7d116e88190828b163b18d80f68 completed April 14, 2026, 11:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdfb982b5c8190a0340be2186f8b81 completed May 8, 2026, 3:04 p.m.
NEDg Description generation batch_69fdfea2b720819089110c02dbd848bd completed May 8, 2026, 3:17 p.m.
NED2 Entity disambiguation (via description) batch_69fdff1368e48190bc079645996d85d8 completed May 8, 2026, 3:19 p.m.
Created at: April 10, 2026, 1:30 a.m.