Triple

T4142340
Position Surface form Disambiguated ID Type / Status
Subject Western Shore of Maryland E89299 entity
Predicate hasMajorCity P316 FINISHED
Object Waldorf
Waldorf is a large unincorporated community and major suburban commercial and residential hub in Charles County, Maryland, within the greater Washington, D.C. metropolitan area.
 E415101 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: Waldorf | Statement: [Western Shore of Maryland, hasMajorCity, Waldorf]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Waldorf
Context triple: [Western Shore of Maryland, hasMajorCity, Waldorf]
  • A. Waldorf
    Waldorf is one of the two elderly, wisecracking Muppets who heckle performances from a theater balcony alongside his companion Statler.
  • B. Rockwell School
    Rockwell School is a public elementary school serving young students in the town of Bethel, Connecticut.
  • C. Montini
    Montini is the Italian family name of Giovanni Battista Montini, who became Pope Paul VI, head of the Catholic Church from 1963 to 1978.
  • D. Conant
    Conant is a surname most notably associated with James B. Conant, an influential American chemist, educator, and former president of Harvard University.
  • E. Kogod
    Kogod is the business school of American University in Washington, D.C., offering undergraduate and graduate programs in business and management.
  • 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: Waldorf
Triple: [Western Shore of Maryland, hasMajorCity, Waldorf]
Generated description
Waldorf is a large unincorporated community and major suburban commercial and residential hub in Charles County, Maryland, within the greater Washington, D.C. metropolitan area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Waldorf
Target entity description: Waldorf is a large unincorporated community and major suburban commercial and residential hub in Charles County, Maryland, within the greater Washington, D.C. metropolitan area.
  • A. Waldorf
    Waldorf is one of the two elderly, wisecracking Muppets who heckle performances from a theater balcony alongside his companion Statler.
  • B. Rockwell School
    Rockwell School is a public elementary school serving young students in the town of Bethel, Connecticut.
  • C. Montini
    Montini is the Italian family name of Giovanni Battista Montini, who became Pope Paul VI, head of the Catholic Church from 1963 to 1978.
  • D. Conant
    Conant is a surname most notably associated with James B. Conant, an influential American chemist, educator, and former president of Harvard University.
  • E. Kogod
    Kogod is the business school of American University in Washington, D.C., offering undergraduate and graduate programs in business and management.
  • 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_69aed95785788190ae75bcf0cd1cafdf completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af024cc7e88190b23b39d6f5f2a2e0 completed March 9, 2026, 5:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69b576cff6c881909134804ba6f9876d completed March 14, 2026, 2:55 p.m.
NEDg Description generation batch_69b577d391ac8190b6062b1f64e2e7e8 completed March 14, 2026, 2:59 p.m.
NED2 Entity disambiguation (via description) batch_69b5787ed214819092fc425152069df9 completed March 14, 2026, 3:02 p.m.
Created at: March 9, 2026, 3:43 p.m.