Triple

T3811114
Position Surface form Disambiguated ID Type / Status
Subject City of Takoma Park, Maryland E93134 entity
Predicate foundedBy P104 FINISHED
Object Benjamin Franklin Gilbert
Benjamin Franklin Gilbert was a 19th-century real estate developer best known for establishing the suburban community that became the City of Takoma Park, Maryland.
E390945 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: Benjamin Franklin Gilbert | Statement: [City of Takoma Park, Maryland, foundedBy, Benjamin Franklin Gilbert]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Benjamin Franklin Gilbert
Context triple: [City of Takoma Park, Maryland, foundedBy, Benjamin Franklin Gilbert]
  • A. Bruce Franklin
    Bruce Franklin is an American cultural historian, literary scholar, and former political activist known for his influential work on science fiction, prison literature, and American cultural studies.
  • B. Francis Gillette
    Francis Gillette was a 19th-century American politician, abolitionist, and U.S. Senator from Connecticut known for his strong anti-slavery stance.
  • C. C. P. H. Gilbert
    C. P. H. Gilbert was a prominent late 19th- and early 20th-century American architect best known for designing opulent townhouses and mansions in New York City in elaborate Beaux-Arts and chateauesque styles.
  • D. William Grainger
    William Grainger was an American political figure after whom Grainger County in Tennessee was named.
  • E. William Barnett
    William Barnett is a professor of business strategy and organizational behavior known for his work on competition, innovation, and organizational change at the Stanford Graduate School of Business.
  • 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: Benjamin Franklin Gilbert
Triple: [City of Takoma Park, Maryland, foundedBy, Benjamin Franklin Gilbert]
Generated description
Benjamin Franklin Gilbert was a 19th-century real estate developer best known for establishing the suburban community that became the City of Takoma Park, Maryland.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Benjamin Franklin Gilbert
Target entity description: Benjamin Franklin Gilbert was a 19th-century real estate developer best known for establishing the suburban community that became the City of Takoma Park, Maryland.
  • A. Bruce Franklin
    Bruce Franklin is an American cultural historian, literary scholar, and former political activist known for his influential work on science fiction, prison literature, and American cultural studies.
  • B. Francis Gillette
    Francis Gillette was a 19th-century American politician, abolitionist, and U.S. Senator from Connecticut known for his strong anti-slavery stance.
  • C. C. P. H. Gilbert
    C. P. H. Gilbert was a prominent late 19th- and early 20th-century American architect best known for designing opulent townhouses and mansions in New York City in elaborate Beaux-Arts and chateauesque styles.
  • D. William Grainger
    William Grainger was an American political figure after whom Grainger County in Tennessee was named.
  • E. William Barnett
    William Barnett is a professor of business strategy and organizational behavior known for his work on competition, innovation, and organizational change at the Stanford Graduate School of Business.
  • 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_69aed96a60088190ab1df8390fffc935 completed March 9, 2026, 2:30 p.m.
NER Named-entity recognition batch_69aee80faaa88190b05f8aec8aa5c44d completed March 9, 2026, 3:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4fb373ce4819082e2d6d6c204c392 completed March 14, 2026, 6:07 a.m.
NEDg Description generation batch_69b4fc6683848190a332fcb37df77934 completed March 14, 2026, 6:12 a.m.
NED2 Entity disambiguation (via description) batch_69b4fcc395ec8190a781e982b935c2f6 completed March 14, 2026, 6:14 a.m.
Created at: March 9, 2026, 3:16 p.m.