Triple

T26870819

Position	Surface form	Disambiguated ID	Type / Status
Subject	Harry Markopolos	`E676604`	entity
Predicate	warnedRegulator	`P2399`	FINISHED
Object	Boston office of the U.S. Securities and Exchange Commission The Boston office of the U.S. Securities and Exchange Commission is a regional SEC branch responsible for overseeing securities markets and enforcing federal securities laws in the New England area.	`E1743373`	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: Boston office of the U.S. Securities and Exchange Commission | Statement: [Harry Markopolos, warnedRegulator, Boston office of the U.S. Securities and Exchange Commission]

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: Boston office of the U.S. Securities and Exchange Commission
Triple: [Harry Markopolos, warnedRegulator, Boston office of the U.S. Securities and Exchange Commission]

Generated description

The Boston office of the U.S. Securities and Exchange Commission is a regional SEC branch responsible for overseeing securities markets and enforcing federal securities laws in the New England area.

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

Target predicate: warnedRegulator
Context triple: [Harry Markopolos, warnedRegulator, Boston office of the U.S. Securities and Exchange Commission]

A. warnsAbout chosen
Indicates that one entity alerts or cautions another entity about a potential danger, risk, or problem.
B. warningIssued
Indicates that a formal warning or alert has been communicated from one entity to another regarding a potential or existing risk, problem, or violation.
C. warningGivenBy
Indicates that one entity issues or delivers a warning to another entity.
D. attemptedToRegulate
Indicates an entity made an effort or took action to impose rules, controls, or restrictions on another entity or activity, regardless of whether that effort succeeded.
E. regulatorCovered
Indicates that an entity falls under the authority, oversight, or jurisdiction of a specified regulatory body.
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_69eee9ba94bc8190b44c5d4397d04ecd`	completed	April 27, 2026, 4:44 a.m.
NER	Named-entity recognition	`batch_69f61fd623bc819091df736cf3419b99`	completed	May 2, 2026, 4:01 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a12135f35c8819095a267c4864b91b7`	completed	May 23, 2026, 8:51 p.m.
NEDg	Description generation	`batch_6a12150278448190b2538abe4f8d2e6f`	completed	May 23, 2026, 8:58 p.m.
NED2	Entity disambiguation (via description)	`batch_6a1215e830648190afc5de590a2a2cc1`	completed	May 23, 2026, 9:02 p.m.
PD	Predicate disambiguation	`batch_69f61b3d23f481908dfec27adace900a`	completed	May 2, 2026, 3:41 p.m.

Created at: April 27, 2026, 5:32 a.m.