Triple

T13730597
Position Surface form Disambiguated ID Type / Status
Subject New York State rail system E329786 entity
Predicate hasComponent P35 FINISHED
Object Binghamton area freight rail network
The Binghamton area freight rail network is a regional rail infrastructure hub in upstate New York that supports the movement of goods by connecting multiple rail lines and industrial customers within the broader New York State rail system.
E1059111 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: Binghamton area freight rail network | Statement: [New York State rail system, hasComponent, Binghamton area freight rail network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Binghamton area freight rail network
Context triple: [New York State rail system, hasComponent, Binghamton area freight rail network]
  • A. New York State rail system
    The New York State rail system is the statewide passenger and freight rail network that connects major cities and regions across New York, integrating services like the Empire Corridor with national and regional rail operators.
  • B. Trans-Hudson rail network
    The Trans-Hudson rail network is a rapid transit system that connects New Jersey with Manhattan via tunnels under the Hudson River, primarily serving commuters traveling between the two states.
  • C. Syracuse Terminal Subdivision
    The Syracuse Terminal Subdivision is a railroad line in the Syracuse, New York area that serves as a key terminal and junction segment within the regional rail network.
  • D. Albany–Binghamton line
    The Albany–Binghamton line is a key former Delaware and Hudson Railway route in New York State that connected the state capital of Albany with the Southern Tier city of Binghamton, serving as an important freight and passenger corridor.
  • E. Hudson Valley transportation network
    The Hudson Valley transportation network is the interconnected system of highways, local roads, rail lines, and other transit routes that serve communities along the Hudson River in southeastern New York State.
  • 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: Binghamton area freight rail network
Triple: [New York State rail system, hasComponent, Binghamton area freight rail network]
Generated description
The Binghamton area freight rail network is a regional rail infrastructure hub in upstate New York that supports the movement of goods by connecting multiple rail lines and industrial customers within the broader New York State rail system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Binghamton area freight rail network
Target entity description: The Binghamton area freight rail network is a regional rail infrastructure hub in upstate New York that supports the movement of goods by connecting multiple rail lines and industrial customers within the broader New York State rail system.
  • A. New York State rail system
    The New York State rail system is the statewide passenger and freight rail network that connects major cities and regions across New York, integrating services like the Empire Corridor with national and regional rail operators.
  • B. Trans-Hudson rail network
    The Trans-Hudson rail network is a rapid transit system that connects New Jersey with Manhattan via tunnels under the Hudson River, primarily serving commuters traveling between the two states.
  • C. Syracuse Terminal Subdivision
    The Syracuse Terminal Subdivision is a railroad line in the Syracuse, New York area that serves as a key terminal and junction segment within the regional rail network.
  • D. Albany–Binghamton line
    The Albany–Binghamton line is a key former Delaware and Hudson Railway route in New York State that connected the state capital of Albany with the Southern Tier city of Binghamton, serving as an important freight and passenger corridor.
  • E. Hudson Valley transportation network
    The Hudson Valley transportation network is the interconnected system of highways, local roads, rail lines, and other transit routes that serve communities along the Hudson River in southeastern New York State.
  • 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_69d80772315881908f980cae40d91664 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69de01f92b588190be97ec4564dddd59 completed April 14, 2026, 8:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7a84c02e08190b8ef620575157c14 completed May 3, 2026, 7:55 p.m.
NEDg Description generation batch_69f7a994cd688190a077a4854c5c71c9 completed May 3, 2026, 8:01 p.m.
NED2 Entity disambiguation (via description) batch_69f7aa32b8c8819088bbc9e478c21c06 completed May 3, 2026, 8:04 p.m.
Created at: April 9, 2026, 9:55 p.m.