Triple
T16101956
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Roberta A. Kaplan |
E390640
|
entity |
| Predicate | founded |
P104
|
FINISHED |
| Object |
Kaplan Hecker & Fink LLP
Kaplan Hecker & Fink LLP is a prominent New York-based litigation boutique known for high-profile civil rights, commercial, and public interest cases.
|
E1194228
|
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: Kaplan Hecker & Fink LLP | Statement: [Roberta A. Kaplan, founded, Kaplan Hecker & Fink LLP]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kaplan Hecker & Fink LLP Context triple: [Roberta A. Kaplan, founded, Kaplan Hecker & Fink LLP]
-
A.
Caplin & Drysdale
Caplin & Drysdale is a prominent Washington, D.C.–based law firm known for its expertise in tax, bankruptcy, and political law.
-
B.
K&L Gates
K&L Gates is a large international law firm headquartered in the United States, known for its broad global presence and full-service corporate legal practice.
-
C.
Morrison & Foerster
Morrison & Foerster is a major international law firm known for its complex litigation, corporate, and technology-focused legal practices.
-
D.
Kaye Scholer LLP
Kaye Scholer LLP was a prominent New York-based international law firm known for its work in complex litigation, corporate transactions, and regulatory matters before merging into Arnold & Porter in 2017.
-
E.
Kallmann McKinnell & Knowles
Kallmann McKinnell & Knowles was a prominent 20th-century American architectural firm known for its influential Brutalist designs and major civic projects.
- 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: Kaplan Hecker & Fink LLP Triple: [Roberta A. Kaplan, founded, Kaplan Hecker & Fink LLP]
Generated description
Kaplan Hecker & Fink LLP is a prominent New York-based litigation boutique known for high-profile civil rights, commercial, and public interest cases.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kaplan Hecker & Fink LLP Target entity description: Kaplan Hecker & Fink LLP is a prominent New York-based litigation boutique known for high-profile civil rights, commercial, and public interest cases.
-
A.
Caplin & Drysdale
Caplin & Drysdale is a prominent Washington, D.C.–based law firm known for its expertise in tax, bankruptcy, and political law.
-
B.
K&L Gates
K&L Gates is a large international law firm headquartered in the United States, known for its broad global presence and full-service corporate legal practice.
-
C.
Morrison & Foerster
Morrison & Foerster is a major international law firm known for its complex litigation, corporate, and technology-focused legal practices.
-
D.
Kaye Scholer LLP
Kaye Scholer LLP was a prominent New York-based international law firm known for its work in complex litigation, corporate transactions, and regulatory matters before merging into Arnold & Porter in 2017.
-
E.
Kallmann McKinnell & Knowles
Kallmann McKinnell & Knowles was a prominent 20th-century American architectural firm known for its influential Brutalist designs and major civic projects.
- 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_69d87f198bc48190a8b7e53ca15b7ead |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e1ff68686481909517eed4266729ca |
completed | April 17, 2026, 9:37 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffeba007c08190bf4d3cf092abc7dd |
completed | May 10, 2026, 2:21 a.m. |
| NEDg | Description generation | batch_69ffecb8c71481908b4913bb078b6415 |
completed | May 10, 2026, 2:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffed469a5c8190932fa4ebc44358c4 |
completed | May 10, 2026, 2:28 a.m. |
Created at: April 10, 2026, 5 a.m.