Triple

T7468400
Position Surface form Disambiguated ID Type / Status
Subject Delaware Valley University station E176438 entity
Predicate serves P98 FINISHED
Object Delaware Valley University
Delaware Valley University is a private agricultural and liberal arts university located in Doylestown, Pennsylvania.
 E667242 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: Delaware Valley University | Statement: [Delaware Valley University station, serves, Delaware Valley University]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Delaware Valley University
Context triple: [Delaware Valley University station, serves, Delaware Valley University]
  • A. York College of Pennsylvania
    York College of Pennsylvania is a private four-year college known for its career-focused undergraduate and graduate programs in fields such as business, engineering, and the health sciences.
  • B. Rowan University
    Rowan University is a public research university in Glassboro, New Jersey, known for its strong engineering, business, and medical programs and its role as a major institution in the greater Philadelphia region.
  • C. William Paterson University
    William Paterson University is a public university in Wayne, New Jersey, known for its diverse academic programs and strong emphasis on teaching and research.
  • D. Monmouth University
    Monmouth University is a private university located near the Jersey Shore in West Long Branch, New Jersey, known for its programs in business, education, and the arts.
  • E. Drew University
    Drew University is a private liberal arts university in Madison, New Jersey, known for its strong humanities programs and historic Methodist roots.
  • 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: Delaware Valley University
Triple: [Delaware Valley University station, serves, Delaware Valley University]
Generated description
Delaware Valley University is a private agricultural and liberal arts university located in Doylestown, Pennsylvania.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Delaware Valley University
Target entity description: Delaware Valley University is a private agricultural and liberal arts university located in Doylestown, Pennsylvania.
  • A. York College of Pennsylvania
    York College of Pennsylvania is a private four-year college known for its career-focused undergraduate and graduate programs in fields such as business, engineering, and the health sciences.
  • B. Rowan University
    Rowan University is a public research university in Glassboro, New Jersey, known for its strong engineering, business, and medical programs and its role as a major institution in the greater Philadelphia region.
  • C. William Paterson University
    William Paterson University is a public university in Wayne, New Jersey, known for its diverse academic programs and strong emphasis on teaching and research.
  • D. Monmouth University
    Monmouth University is a private university located near the Jersey Shore in West Long Branch, New Jersey, known for its programs in business, education, and the arts.
  • E. Drew University
    Drew University is a private liberal arts university in Madison, New Jersey, known for its strong humanities programs and historic Methodist roots.
  • 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_69c69f223fd88190b4c69b95d7cbeeda completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f3f6f23881908e3e80b0c7335a15 completed March 27, 2026, 9:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c83475392c8190a51d24e1530c0c83 completed March 28, 2026, 8:05 p.m.
NEDg Description generation batch_69c835ce5bbc8190b968535c16cfc660 completed March 28, 2026, 8:10 p.m.
NED2 Entity disambiguation (via description) batch_69c836a80eb081908b9937944fe18661 completed March 28, 2026, 8:14 p.m.
Created at: March 27, 2026, 3:40 p.m.