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.