Triple
T27708662
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Internal Revenue Code Section 402(g) |
E698618
|
entity |
| Predicate | alsoKnownAs |
P39
|
FINISHED |
| Object |
402(g) elective deferral limit
The 402(g) elective deferral limit is the annual cap set by the U.S. tax code on how much employees can contribute on a pre-tax or Roth basis to salary-deferral retirement plans such as 401(k)s and 403(b)s.
|
E1785659
|
NE FINISHED |
How this triple was built (2 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: 402(g) elective deferral limit | Statement: [Internal Revenue Code Section 402(g), alsoKnownAs, 402(g) elective deferral limit]
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: 402(g) elective deferral limit Triple: [Internal Revenue Code Section 402(g), alsoKnownAs, 402(g) elective deferral limit]
Generated description
The 402(g) elective deferral limit is the annual cap set by the U.S. tax code on how much employees can contribute on a pre-tax or Roth basis to salary-deferral retirement plans such as 401(k)s and 403(b)s.
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_69ef590f655c81909f93893b3b3219b2 |
completed | April 27, 2026, 12:39 p.m. |
| NER | Named-entity recognition | batch_69f635c9422c8190bc1ba40260b41fbc |
completed | May 2, 2026, 5:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a12e45f80408190b61c4abb1fd6500d |
completed | May 24, 2026, 11:43 a.m. |
| NEDg | Description generation | batch_6a12e51506ac8190bc8cac0bad87dad5 |
completed | May 24, 2026, 11:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a12e5e1eafc8190912e291b91690548 |
completed | May 24, 2026, 11:49 a.m. |
Created at: April 27, 2026, 3:01 p.m.