Triple

T1705779

Position	Surface form	Disambiguated ID	Type / Status
Subject	Heinrich Schliemann	`E36868`	entity
Predicate	educatedAt	`P5`	FINISHED
Object	Amsterdam commercial school (informal business training) Amsterdam commercial school (informal business training) was a practical, non-university program in Amsterdam that provided hands-on commercial and business education, notably attended by archaeologist and businessman Heinrich Schliemann.	`E192265`	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: Amsterdam commercial school (informal business training) | Statement: [Heinrich Schliemann, educatedAt, Amsterdam commercial school (informal business training)]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Amsterdam commercial school (informal business training)
Context triple: [Heinrich Schliemann, educatedAt, Amsterdam commercial school (informal business training)]

A. Amsterdam School
The Amsterdam School was an early 20th-century Dutch architectural movement known for its expressive brickwork, sculptural forms, and integration of decorative arts in social housing and public buildings.
B. The Hague University of Applied Sciences
The Hague University of Applied Sciences is a Dutch institution of higher professional education offering practice-oriented bachelor’s and master’s programs in a wide range of fields.
C. Rijkskweekschool Haarlem
Rijkskweekschool Haarlem was a Dutch teacher training college in Haarlem known for educating future educators and several notable Indonesian nationalist figures, including Tan Malaka.
D. College van Beroep voor het bedrijfsleven
The College van Beroep voor het bedrijfsleven is a Dutch highest administrative court specializing in economic, competition, and regulatory law disputes.
E. University of Harderwijk
The University of Harderwijk was a former Dutch university known for training many 17th- and 18th-century scholars, physicians, and explorers.
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: Amsterdam commercial school (informal business training)
Triple: [Heinrich Schliemann, educatedAt, Amsterdam commercial school (informal business training)]

Generated description

Amsterdam commercial school (informal business training) was a practical, non-university program in Amsterdam that provided hands-on commercial and business education, notably attended by archaeologist and businessman Heinrich Schliemann.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Amsterdam commercial school (informal business training)
Target entity description: Amsterdam commercial school (informal business training) was a practical, non-university program in Amsterdam that provided hands-on commercial and business education, notably attended by archaeologist and businessman Heinrich Schliemann.

A. Amsterdam School
The Amsterdam School was an early 20th-century Dutch architectural movement known for its expressive brickwork, sculptural forms, and integration of decorative arts in social housing and public buildings.
B. The Hague University of Applied Sciences
The Hague University of Applied Sciences is a Dutch institution of higher professional education offering practice-oriented bachelor’s and master’s programs in a wide range of fields.
C. Rijkskweekschool Haarlem
Rijkskweekschool Haarlem was a Dutch teacher training college in Haarlem known for educating future educators and several notable Indonesian nationalist figures, including Tan Malaka.
D. College van Beroep voor het bedrijfsleven
The College van Beroep voor het bedrijfsleven is a Dutch highest administrative court specializing in economic, competition, and regulatory law disputes.
E. University of Harderwijk
The University of Harderwijk was a former Dutch university known for training many 17th- and 18th-century scholars, physicians, and explorers.
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_69a88617439c819094ffb5d16a0f6307`	completed	March 4, 2026, 7:20 p.m.
NER	Named-entity recognition	`batch_69aa62f3a5a08190a2b90d9492c3192e`	completed	March 6, 2026, 5:15 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ad8ad3b9c481909f83f7045789e49d`	completed	March 8, 2026, 2:42 p.m.
NEDg	Description generation	`batch_69ad957778a0819080f7fee35f5d8ed5`	completed	March 8, 2026, 3:27 p.m.
NED2	Entity disambiguation (via description)	`batch_69ad97aa308c81909f245a2133fc471b`	completed	March 8, 2026, 3:37 p.m.

Created at: March 4, 2026, 7:30 p.m.