Triple

T5037092

Position	Surface form	Disambiguated ID	Type / Status
Subject	Stormin’ Norman	`E113451`	entity
Predicate	referentFullName	`P24023`	FINISHED
Object	Herbert Norman Schwarzkopf Jr.	`E20722`	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: Herbert Norman Schwarzkopf Jr. | Statement: [Stormin’ Norman, referentFullName, Herbert Norman Schwarzkopf Jr.]

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

Target entity: Herbert Norman Schwarzkopf Jr.
Context triple: [Stormin’ Norman, referentFullName, Herbert Norman Schwarzkopf Jr.]

A. Herbert Norman Schwarzkopf Sr.
Herbert Norman Schwarzkopf Sr. was an American Army officer and law enforcement official best known for organizing and leading the New Jersey State Police in the early 20th century.
B. Norman Schwarzkopf Jr. chosen
Norman Schwarzkopf Jr. was a United States Army general best known for commanding coalition forces during the Gulf War (Operation Desert Storm) in 1991.
C. Wesley Clark
Wesley Clark is a retired U.S. Army general who served as NATO's Supreme Allied Commander Europe and later became known for his role in the Kosovo conflict and his 2004 U.S. presidential campaign.
D. General Anthony Zinni
General Anthony Zinni is a retired United States Marine Corps four-star general and former commander in chief of U.S. Central Command known for his leadership in Middle Eastern military operations and later diplomatic and advisory roles.
E. Wesley A. Clark
Wesley A. Clark was an American computer engineer and early computing pioneer known for his influential work on interactive computing systems and computer architecture.
F. None of above.
G. Unsure - the case is ambiguous/there is not enough information to decide.

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

Target predicate: referentFullName
Context triple: [Stormin’ Norman, referentFullName, Herbert Norman Schwarzkopf Jr.]

A. fullName
Indicates that an entity has a complete personal name, typically combining given name(s) and family name into a single string.
B. associatedName chosen
Indicates that one entity has an alternative or related name that is linked or connected to another entity.
C. refersToPerson
Indicates that one entity is making reference to, mentioning, or pointing specifically to a particular person.
D. granteeFullName
Indicates the complete personal name of the entity that receives a grant or is designated as the grantee.
E. creatorFullName
Indicates the full personal name of the entity that created or authored another entity.
F. None of above.

Provenance (4 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_69bd44384298819089c49e7c330ec7b8`	completed	March 20, 2026, 12:57 p.m.
NER	Named-entity recognition	`batch_69bd73bb069c8190af86f1b2f95f3d95`	completed	March 20, 2026, 4:20 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69bed90afc5c8190b205341d1e9dc7bc`	completed	March 21, 2026, 5:44 p.m.
PD	Predicate disambiguation	`batch_69bd71529d608190a53470ba6c14bb1d`	completed	March 20, 2026, 4:09 p.m.

Created at: March 20, 2026, 1:37 p.m.