Triple

T22477843
Position Surface form Disambiguated ID Type / Status
Subject Bigelow Boulevard E555680 entity
Predicate passesNear P416 FINISHED
Object Oakland university district
The Oakland university district is a Pittsburgh neighborhood centered around major institutions like the University of Pittsburgh and Carnegie Mellon University, known for its dense student population, academic buildings, and cultural venues.
 E1538710 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: Oakland university district | Statement: [Bigelow Boulevard, passesNear, Oakland university district]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Oakland university district
Context triple: [Bigelow Boulevard, passesNear, Oakland university district]
  • A. Oakland campus
    The Oakland campus is the main urban campus of the University of Pittsburgh in Pittsburgh, Pennsylvania, housing many of its core academic and medical facilities.
  • B. City of Berkeley
    The City of Berkeley is a municipal government in California’s San Francisco Bay Area known for its progressive politics, public university, and vibrant cultural and activist community.
  • C. The Berkeley
    The Berkeley is a luxury five-star hotel in London’s Knightsbridge district, renowned for its elegant accommodations, high-end dining, and proximity to Hyde Park and major designer boutiques.
  • D. Oakland, Oregon
    Oakland, Oregon is a small historic city in southern Oregon known for its well-preserved 19th-century downtown and rural, agricultural surroundings.
  • E. Oakland City College
    Oakland City College was the original name of what is now Laney College, a public community college in Oakland, California.
  • 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: Oakland university district
Triple: [Bigelow Boulevard, passesNear, Oakland university district]
Generated description
The Oakland university district is a Pittsburgh neighborhood centered around major institutions like the University of Pittsburgh and Carnegie Mellon University, known for its dense student population, academic buildings, and cultural venues.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Oakland university district
Target entity description: The Oakland university district is a Pittsburgh neighborhood centered around major institutions like the University of Pittsburgh and Carnegie Mellon University, known for its dense student population, academic buildings, and cultural venues.
  • A. Oakland campus
    The Oakland campus is the main urban campus of the University of Pittsburgh in Pittsburgh, Pennsylvania, housing many of its core academic and medical facilities.
  • B. City of Berkeley
    The City of Berkeley is a municipal government in California’s San Francisco Bay Area known for its progressive politics, public university, and vibrant cultural and activist community.
  • C. The Berkeley
    The Berkeley is a luxury five-star hotel in London’s Knightsbridge district, renowned for its elegant accommodations, high-end dining, and proximity to Hyde Park and major designer boutiques.
  • D. Oakland, Oregon
    Oakland, Oregon is a small historic city in southern Oregon known for its well-preserved 19th-century downtown and rural, agricultural surroundings.
  • E. Oakland City College
    Oakland City College was the original name of what is now Laney College, a public community college in Oakland, California.
  • 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_69e11e52c2048190952dc5df209b9bed completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15be58ed08190b88706a7cb85616b completed April 29, 2026, 1:16 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0b125fc0a881908c72c3d711604997 completed May 18, 2026, 1:21 p.m.
NEDg Description generation batch_6a0b13dbe2708190b089b2ffb179231e completed May 18, 2026, 1:27 p.m.
NED2 Entity disambiguation (via description) batch_6a0b1462413c819086c2de0e62b2648a completed May 18, 2026, 1:30 p.m.
Created at: April 16, 2026, 8:49 p.m.