Triple
T1373985
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Endicott, New York |
E30177
|
entity |
| Predicate | hasTransportation |
P105
|
FINISHED |
| Object |
Greater Binghamton Airport (nearby)
Greater Binghamton Airport is a regional public airport serving the Binghamton, New York area with commercial and general aviation services.
|
E158153
|
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: Greater Binghamton Airport (nearby) | Statement: [Endicott, New York, hasTransportation, Greater Binghamton Airport (nearby)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Greater Binghamton Airport (nearby) Context triple: [Endicott, New York, hasTransportation, Greater Binghamton Airport (nearby)]
-
A.
Ithaca Tompkins International Airport
Ithaca Tompkins International Airport is a regional airport in upstate New York that serves the Ithaca and Tompkins County area with commercial flights and general aviation services.
-
B.
Hudson Valley Regional Airport
Hudson Valley Regional Airport is a public airport in New York’s Hudson Valley that serves general aviation and regional air traffic for Dutchess County and the surrounding area.
-
C.
Adirondack Regional Airport
Adirondack Regional Airport is a small public airport in New York’s Adirondack region that provides commercial and general aviation access to nearby communities and tourist destinations such as Lake Placid.
-
D.
Albany International Airport
Albany International Airport is a public airport serving as the primary air transportation hub for New York State’s Capital Region.
-
E.
Binghamton, New York
Binghamton, New York is a small city in upstate New York known as a former manufacturing hub and home to Binghamton University, located near the Pennsylvania border in the state's Southern Tier.
- 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: Greater Binghamton Airport (nearby) Triple: [Endicott, New York, hasTransportation, Greater Binghamton Airport (nearby)]
Generated description
Greater Binghamton Airport is a regional public airport serving the Binghamton, New York area with commercial and general aviation services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Greater Binghamton Airport (nearby) Target entity description: Greater Binghamton Airport is a regional public airport serving the Binghamton, New York area with commercial and general aviation services.
-
A.
Ithaca Tompkins International Airport
Ithaca Tompkins International Airport is a regional airport in upstate New York that serves the Ithaca and Tompkins County area with commercial flights and general aviation services.
-
B.
Hudson Valley Regional Airport
Hudson Valley Regional Airport is a public airport in New York’s Hudson Valley that serves general aviation and regional air traffic for Dutchess County and the surrounding area.
-
C.
Adirondack Regional Airport
Adirondack Regional Airport is a small public airport in New York’s Adirondack region that provides commercial and general aviation access to nearby communities and tourist destinations such as Lake Placid.
-
D.
Albany International Airport
Albany International Airport is a public airport serving as the primary air transportation hub for New York State’s Capital Region.
-
E.
Binghamton, New York
Binghamton, New York is a small city in upstate New York known as a former manufacturing hub and home to Binghamton University, located near the Pennsylvania border in the state's Southern Tier.
- 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_69a498f912008190a376a98b207b2071 |
completed | March 1, 2026, 7:52 p.m. |
| NER | Named-entity recognition | batch_69a4c2f660888190bc9240e0dc4f0aa3 |
completed | March 1, 2026, 10:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acd48397c88190b5be985bf92d47b8 |
completed | March 8, 2026, 1:44 a.m. |
| NEDg | Description generation | batch_69acd4efb73881908dda4973befc6aa5 |
completed | March 8, 2026, 1:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acd56ef0b081909df2efee97a4197c |
completed | March 8, 2026, 1:48 a.m. |
Created at: March 1, 2026, 7:57 p.m.