Triple

T24471604

Position	Surface form	Disambiguated ID	Type / Status
Subject	Heavy and Chemical Industrialization era of South Korea	`E617114`	entity
Predicate	majorEnterpriseType	`P124170`	FINISHED
Object	chaebol A chaebol is a large, family-controlled South Korean conglomerate that wields significant economic and political influence through its diversified business holdings.	`E1636235`	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: chaebol | Statement: [Heavy and Chemical Industrialization era of South Korea, majorEnterpriseType, chaebol]

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: chaebol
Triple: [Heavy and Chemical Industrialization era of South Korea, majorEnterpriseType, chaebol]

Generated description

A chaebol is a large, family-controlled South Korean conglomerate that wields significant economic and political influence through its diversified business holdings.

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

Target predicate: majorEnterpriseType
Context triple: [Heavy and Chemical Industrialization era of South Korea, majorEnterpriseType, chaebol]

A. typicalEnterprises
Indicates that an entity is a standard or representative example of enterprises within a given context or category.
B. typeOfEnterpriseBuilt
Indicates the specific kind or category of enterprise that has been constructed or established.
C. modernOrganizationType
Indicates that an entity is classified as a contemporary or currently recognized type of organization, specifying its modern organizational form or category.
D. majorCustomer
Indicates that one entity is a primary or high-value customer of another entity, typically contributing a significant portion of business or revenue.
E. hasMajorEmployerType chosen
Indicates the type or category of major employer associated with an entity.
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_69e2d7f197588190889a03e620558059`	completed	April 18, 2026, 1:01 a.m.
NER	Named-entity recognition	`batch_69f29943e9cc81909f1742c778bf3587`	completed	April 29, 2026, 11:50 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a0fe3922e708190abd9672b0f47bfef`	completed	May 22, 2026, 5:03 a.m.
NEDg	Description generation	`batch_6a0fe6c7cf0c8190a519141e2d729f8a`	completed	May 22, 2026, 5:16 a.m.
NED2	Entity disambiguation (via description)	`batch_6a0fe76385488190991e3bd99cd9d9e9`	completed	May 22, 2026, 5:19 a.m.
PD	Predicate disambiguation	`batch_69f287d76c7c81909494f12e606a9149`	completed	April 29, 2026, 10:36 p.m.

Created at: April 18, 2026, 2:20 a.m.