Triple

T7831902
Position Surface form Disambiguated ID Type / Status
Subject Lowell Regional Transit Authority E181590 entity
Predicate hasHub P2413 FINISHED
Object Gallagher Transportation Center
Gallagher Transportation Center is a major intermodal transit hub in Lowell, Massachusetts, serving regional buses, local transit, and commuter rail connections.
E699290 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: Gallagher Transportation Center | Statement: [Lowell Regional Transit Authority, hasHub, Gallagher Transportation Center]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gallagher Transportation Center
Context triple: [Lowell Regional Transit Authority, hasHub, Gallagher Transportation Center]
  • A. Beeghly Center
    Beeghly Center is a multi-purpose athletic and events arena located on the campus of Youngstown State University in Youngstown, Ohio.
  • B. Ogilvie Transportation Center
    Ogilvie Transportation Center is a major commuter rail terminal in downtown Chicago serving multiple Metra lines and connecting suburban riders to the city's central business district.
  • C. Hagerty Center
    The Hagerty Center is a waterfront conference and event venue in Traverse City, Michigan, operated by Northwestern Michigan College.
  • D. Robert N. Davoren Center
    The Robert N. Davoren Center is a jail facility on Rikers Island in New York City that primarily houses adolescent and young adult detainees.
  • E. Gallivan Center
    Gallivan Center is a prominent public plaza and event space in downtown Salt Lake City known for concerts, festivals, ice skating, and community gatherings.
  • 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: Gallagher Transportation Center
Triple: [Lowell Regional Transit Authority, hasHub, Gallagher Transportation Center]
Generated description
Gallagher Transportation Center is a major intermodal transit hub in Lowell, Massachusetts, serving regional buses, local transit, and commuter rail connections.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gallagher Transportation Center
Target entity description: Gallagher Transportation Center is a major intermodal transit hub in Lowell, Massachusetts, serving regional buses, local transit, and commuter rail connections.
  • A. Beeghly Center
    Beeghly Center is a multi-purpose athletic and events arena located on the campus of Youngstown State University in Youngstown, Ohio.
  • B. Ogilvie Transportation Center
    Ogilvie Transportation Center is a major commuter rail terminal in downtown Chicago serving multiple Metra lines and connecting suburban riders to the city's central business district.
  • C. Hagerty Center
    The Hagerty Center is a waterfront conference and event venue in Traverse City, Michigan, operated by Northwestern Michigan College.
  • D. Robert N. Davoren Center
    The Robert N. Davoren Center is a jail facility on Rikers Island in New York City that primarily houses adolescent and young adult detainees.
  • E. Gallivan Center
    Gallivan Center is a prominent public plaza and event space in downtown Salt Lake City known for concerts, festivals, ice skating, and community gatherings.
  • 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_69ca8284a25c8190a1a20afad30da792 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb0647848081908d74e09f52d0919e completed March 30, 2026, 11:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69cb5a906b908190a204779950555edc completed March 31, 2026, 5:24 a.m.
NEDg Description generation batch_69cb762ce6208190a24438e26ae83785 completed March 31, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69cbb615dc248190b57b4fc7c430517f completed March 31, 2026, 11:55 a.m.
Created at: March 30, 2026, 4:44 p.m.