Triple
T11050944
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cate Edwards |
E261245
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Sanford Wittels & Heisler (employment law practice)
Sanford Wittels & Heisler is an employment law firm known for representing workers in discrimination, harassment, and workplace rights cases.
|
E901371
|
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: Sanford Wittels & Heisler (employment law practice) | Statement: [Cate Edwards, notableWork, Sanford Wittels & Heisler (employment law practice)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sanford Wittels & Heisler (employment law practice) Context triple: [Cate Edwards, notableWork, Sanford Wittels & Heisler (employment law practice)]
-
A.
Lovells
Lovells was a major international law firm based in London that became part of the global firm Hogan Lovells following its merger with U.S.-based Hogan & Hartson.
-
B.
Employment Litigation Section
The Employment Litigation Section is a unit within the U.S. Department of Justice that enforces federal laws prohibiting employment discrimination by public employers and certain other entities.
-
C.
DeWitt, Poor & Shelton
DeWitt, Poor & Shelton was an American architectural firm best known for designing major institutional buildings such as the James Madison Memorial Building of the U.S. Library of Congress.
-
D.
Weil, Gotshal & Manges LLP
Weil, Gotshal & Manges LLP is a prominent international law firm known for its work in corporate, restructuring, and litigation matters.
-
E.
Waddell & Hardesty
Waddell & Hardesty was an American engineering and architectural firm known for designing major steel bridges and other large-scale infrastructure projects in the early 20th century.
- 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: Sanford Wittels & Heisler (employment law practice) Triple: [Cate Edwards, notableWork, Sanford Wittels & Heisler (employment law practice)]
Generated description
Sanford Wittels & Heisler is an employment law firm known for representing workers in discrimination, harassment, and workplace rights cases.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sanford Wittels & Heisler (employment law practice) Target entity description: Sanford Wittels & Heisler is an employment law firm known for representing workers in discrimination, harassment, and workplace rights cases.
-
A.
Lovells
Lovells was a major international law firm based in London that became part of the global firm Hogan Lovells following its merger with U.S.-based Hogan & Hartson.
-
B.
Employment Litigation Section
The Employment Litigation Section is a unit within the U.S. Department of Justice that enforces federal laws prohibiting employment discrimination by public employers and certain other entities.
-
C.
DeWitt, Poor & Shelton
DeWitt, Poor & Shelton was an American architectural firm best known for designing major institutional buildings such as the James Madison Memorial Building of the U.S. Library of Congress.
-
D.
Weil, Gotshal & Manges LLP
Weil, Gotshal & Manges LLP is a prominent international law firm known for its work in corporate, restructuring, and litigation matters.
-
E.
Waddell & Hardesty
Waddell & Hardesty was an American engineering and architectural firm known for designing major steel bridges and other large-scale infrastructure projects in the early 20th century.
- 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_69d6aa98650481908609c7c56bfa7902 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d798698bd88190aa97afd37f55e19f |
completed | April 9, 2026, 12:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3aa146b148190a87205e542cc718f |
completed | April 18, 2026, 3:58 p.m. |
| NEDg | Description generation | batch_69e3ad0379888190b2f56d36d79bf97d |
completed | April 18, 2026, 4:10 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e3b206c7a4819087eb06faa6e1af21 |
completed | April 18, 2026, 4:32 p.m. |
Created at: April 8, 2026, 9:26 p.m.