Triple

T13242128
Position Surface form Disambiguated ID Type / Status
Subject New Penn E315304 entity
Predicate targetRegion P860 FINISHED
Object Northeast U.S. industrial corridors
Northeast U.S. industrial corridors are densely developed manufacturing and distribution regions stretching through major urban and transportation hubs in the northeastern United States.
E1029505 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: Northeast U.S. industrial corridors | Statement: [New Penn, targetRegion, Northeast U.S. industrial corridors]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Northeast U.S. industrial corridors
Context triple: [New Penn, targetRegion, Northeast U.S. industrial corridors]
  • A. New Hampshire urban corridors
    New Hampshire urban corridors are the state’s more densely developed, economically active stretches of cities and towns, characterized by concentrated population, infrastructure, and commercial activity.
  • B. Reports on the relation of transportation to industrial concentration
    "Reports on the relation of transportation to industrial concentration" is an early 20th-century investigative study analyzing how transportation systems influenced the growth and concentration of industry in the United States.
  • 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. Great Lakes industrial corridor
    The Great Lakes industrial corridor is a major North American manufacturing and transportation belt stretching around the Great Lakes, known for its heavy industry, steel production, and port facilities.
  • E. New Jersey industrial corridor
    The New Jersey industrial corridor is a major stretch of warehousing, manufacturing, and distribution facilities in central New Jersey that serves as a key logistics and commercial hub for the region.
  • 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: Northeast U.S. industrial corridors
Triple: [New Penn, targetRegion, Northeast U.S. industrial corridors]
Generated description
Northeast U.S. industrial corridors are densely developed manufacturing and distribution regions stretching through major urban and transportation hubs in the northeastern United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Northeast U.S. industrial corridors
Target entity description: Northeast U.S. industrial corridors are densely developed manufacturing and distribution regions stretching through major urban and transportation hubs in the northeastern United States.
  • A. New Hampshire urban corridors
    New Hampshire urban corridors are the state’s more densely developed, economically active stretches of cities and towns, characterized by concentrated population, infrastructure, and commercial activity.
  • B. Reports on the relation of transportation to industrial concentration
    "Reports on the relation of transportation to industrial concentration" is an early 20th-century investigative study analyzing how transportation systems influenced the growth and concentration of industry in the United States.
  • 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. Great Lakes industrial corridor
    The Great Lakes industrial corridor is a major North American manufacturing and transportation belt stretching around the Great Lakes, known for its heavy industry, steel production, and port facilities.
  • E. New Jersey industrial corridor
    The New Jersey industrial corridor is a major stretch of warehousing, manufacturing, and distribution facilities in central New Jersey that serves as a key logistics and commercial hub for the region.
  • 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_69d806b1072881909e46bd212259c5f0 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98d59e84c8190a9e547d0fe26a5f9 completed April 10, 2026, 11:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6ff3438888190b4aecb0b67153ed9 completed May 3, 2026, 7:54 a.m.
NEDg Description generation batch_69f700cbb3708190884d05dd0dd22639 completed May 3, 2026, 8:01 a.m.
NED2 Entity disambiguation (via description) batch_69f7031a4490819081da260edd969ee8 completed May 3, 2026, 8:11 a.m.
Created at: April 9, 2026, 9:23 p.m.