Triple
T15675124
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marv Goldklang |
E377421
|
entity |
| Predicate | formerEmployer |
P1910
|
FINISHED |
| Object |
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.
|
E1171337
|
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: Kaye Scholer LLP | Statement: [Marv Goldklang, formerEmployer, Kaye Scholer LLP]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kaye Scholer LLP Context triple: [Marv Goldklang, formerEmployer, Kaye Scholer LLP]
-
A.
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.
-
B.
Perkins Coie
Perkins Coie is a major U.S.-based international law firm known for its work in corporate, litigation, and political law, as well as representing prominent technology companies and political campaigns.
-
C.
Baker & Hostetler LLP
Baker & Hostetler LLP is a major U.S. law firm known for its national presence and work in complex litigation, business, and tax matters.
-
D.
Sidley Austin LLP
Sidley Austin LLP is a major international law firm headquartered in Chicago, known for its corporate, litigation, and regulatory practices.
-
E.
Skadden, Arps, Slate, Meagher & Flom
Skadden, Arps, Slate, Meagher & Flom is a leading global law firm known for its work in corporate transactions, mergers and acquisitions, and complex litigation.
- 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: Kaye Scholer LLP Triple: [Marv Goldklang, formerEmployer, Kaye Scholer LLP]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Kaye Scholer LLP Target entity description: 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.
-
A.
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.
-
B.
Perkins Coie
Perkins Coie is a major U.S.-based international law firm known for its work in corporate, litigation, and political law, as well as representing prominent technology companies and political campaigns.
-
C.
Baker & Hostetler LLP
Baker & Hostetler LLP is a major U.S. law firm known for its national presence and work in complex litigation, business, and tax matters.
-
D.
Sidley Austin LLP
Sidley Austin LLP is a major international law firm headquartered in Chicago, known for its corporate, litigation, and regulatory practices.
-
E.
Skadden, Arps, Slate, Meagher & Flom
Skadden, Arps, Slate, Meagher & Flom is a leading global law firm known for its work in corporate transactions, mergers and acquisitions, and complex litigation.
- 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_69d85cd2e28481909d4e975bee20872f |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04f2c996c8190a9ebe0e92608feaa |
completed | April 16, 2026, 2:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff6edd85148190b6d5c3981204dd77 |
completed | May 9, 2026, 5:29 p.m. |
| NEDg | Description generation | batch_69ff6fd9c968819098b2552a9deb0445 |
completed | May 9, 2026, 5:33 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff708d42448190a53b90e00721eaa5 |
completed | May 9, 2026, 5:36 p.m. |
Created at: April 10, 2026, 4:16 a.m.