Triple

T37346513

Position	Surface form	Disambiguated ID	Type / Status
Subject	JOBS Act of 2012	`E927189`	entity
Predicate	titleIName	`P38`	FINISHED
Object	Reopening American Capital Markets to Emerging Growth Companies Reopening American Capital Markets to Emerging Growth Companies is the first title of the JOBS Act of 2012, aimed at easing securities regulations to help smaller, high-growth companies access public capital markets more easily.	`E2224231`	NE FINISHED

How this triple was built (3 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: Reopening American Capital Markets to Emerging Growth Companies | Statement: [JOBS Act of 2012, titleIName, Reopening American Capital Markets to Emerging Growth Companies]

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: Reopening American Capital Markets to Emerging Growth Companies
Triple: [JOBS Act of 2012, titleIName, Reopening American Capital Markets to Emerging Growth Companies]

Generated description

Reopening American Capital Markets to Emerging Growth Companies is the first title of the JOBS Act of 2012, aimed at easing securities regulations to help smaller, high-growth companies access public capital markets more easily.

PD Predicate disambiguation gpt-5-mini-2025-08-07

Target predicate: titleIName
Context triple: [JOBS Act of 2012, titleIName, Reopening American Capital Markets to Emerging Growth Companies]

A. titleOfTitle
Indicates that one title is the title of another title (e.g., a sub-title or alternate title associated with a primary title).
B. title chosen
Indicates that one entity serves as the formal name or designation of another entity.
C. titleVariant
Indicates that one title is an alternative or variant form of another title referring to the same work or entity.
D. titles
Indicates that one entity holds a formal title, designation, or name associated with another entity.
E. titleThrough
Indicates a relationship where one entity holds or is identified by a specific title by means of, or via the mediation of, another entity or context.
F. None of above.

Provenance (6 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_69f76eb5e034819088e53ab5b7909a68`	completed	May 3, 2026, 3:50 p.m.
NER	Named-entity recognition	`batch_69ffe23081408190a121d901dbce1403`	completed	May 10, 2026, 1:41 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a406cdcdacc81908a3c06af953ea0eb`	completed	June 28, 2026, 12:37 a.m.
NEDg	Description generation	`batch_6a406e1111c08190af357e4e318772ba`	completed	June 28, 2026, 12:42 a.m.
NED2	Entity disambiguation (via description)	`batch_6a406ed77a5c819091554d7e4561aa0b`	completed	June 28, 2026, 12:46 a.m.
PD	Predicate disambiguation	`batch_69ffe18aed348190912a5996b2da728b`	completed	May 10, 2026, 1:38 a.m.

Created at: May 3, 2026, 4:16 p.m.