Triple
T3999036
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Doug Emhoff |
E87166
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
DLA Piper
DLA Piper is a large global law firm headquartered in London and Chicago, known for providing a wide range of legal services to corporate, government, and institutional clients worldwide.
|
E406094
|
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: DLA Piper | Statement: [Doug Emhoff, employer, DLA Piper]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: DLA Piper Context triple: [Doug Emhoff, employer, DLA Piper]
-
A.
Clifford Chance
Clifford Chance is a leading global law firm headquartered in London, known for its extensive international presence and work on high-profile corporate and financial transactions.
-
B.
Covington & Burling
Covington & Burling is a prominent international law firm based in Washington, D.C., known for its work in regulatory, litigation, and corporate matters.
-
C.
Jones Day
Jones Day is a major international law firm headquartered in the United States, known for its extensive corporate and litigation practice and significant work in political and governmental matters.
-
D.
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.
-
E.
Wilmer Cutler Pickering Hale and Dorr
Wilmer Cutler Pickering Hale and Dorr is a prominent international law firm known for its work in regulatory, litigation, and corporate matters, particularly in Washington, D.C. and other major legal markets.
- 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: DLA Piper Triple: [Doug Emhoff, employer, DLA Piper]
Generated description
DLA Piper is a large global law firm headquartered in London and Chicago, known for providing a wide range of legal services to corporate, government, and institutional clients worldwide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: DLA Piper Target entity description: DLA Piper is a large global law firm headquartered in London and Chicago, known for providing a wide range of legal services to corporate, government, and institutional clients worldwide.
-
A.
Clifford Chance
Clifford Chance is a leading global law firm headquartered in London, known for its extensive international presence and work on high-profile corporate and financial transactions.
-
B.
Covington & Burling
Covington & Burling is a prominent international law firm based in Washington, D.C., known for its work in regulatory, litigation, and corporate matters.
-
C.
Jones Day
Jones Day is a major international law firm headquartered in the United States, known for its extensive corporate and litigation practice and significant work in political and governmental matters.
-
D.
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.
-
E.
Wilmer Cutler Pickering Hale and Dorr
Wilmer Cutler Pickering Hale and Dorr is a prominent international law firm known for its work in regulatory, litigation, and corporate matters, particularly in Washington, D.C. and other major legal markets.
- 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_69aed94118148190975e6aa4e554cde9 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefa4065ac8190a898a1025365b8e9 |
completed | March 9, 2026, 4:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b54c57f60c819080e237b4b056d73b |
completed | March 14, 2026, 11:54 a.m. |
| NEDg | Description generation | batch_69b54dbaf3d88190962e5c0b5b4604d4 |
completed | March 14, 2026, 11:59 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b54e16cde48190bb82f0eb04470629 |
completed | March 14, 2026, 12:01 p.m. |
Created at: March 9, 2026, 3:34 p.m.