Triple
T14164545
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Justin Hammer |
E351035
|
entity |
| Predicate | hasBusinessDeal |
P24014
|
FINISHED |
| Object | United States military |
E2934
|
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: United States military | Statement: [Justin Hammer, hasBusinessDeal, United States military]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States military Context triple: [Justin Hammer, hasBusinessDeal, United States military]
-
A.
United States Armed Forces
chosen
The United States Armed Forces is the combined military organization of the United States, encompassing the Army, Navy, Air Force, Marine Corps, Space Force, and Coast Guard, responsible for national defense and global power projection.
-
B.
United States Army
The United States Army is the primary land warfare service branch of the U.S. Armed Forces, responsible for ground-based military operations and national defense.
-
C.
United States Army and Navy
The United States Army and Navy are the principal land and sea warfare branches of the U.S. Armed Forces, historically central to the country's military operations and international defense agreements.
-
D.
Total Force of the United States Armed Forces
The Total Force of the United States Armed Forces is the integrated military structure that combines active duty, reserve, and National Guard components into a unified force for national defense and military operations.
-
E.
United States forces
United States forces are the military units of the United States, encompassing the Army, Navy, Air Force, Marine Corps, and Space Force, deployed globally for defense, combat operations, and strategic interests.
- 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: hasBusinessDeal Context triple: [Justin Hammer, hasBusinessDeal, United States military]
-
A.
hasBusiness
Indicates that one entity owns, operates, or is formally associated with a business entity.
-
B.
hasDealingsIn
Indicates that an entity engages in activities, transactions, or business related to a particular domain, location, or subject.
-
C.
hasNotableDeal
chosen
Indicates that an entity is involved in a significant or noteworthy agreement, contract, or transaction with another entity.
-
D.
hasBusinesses
Indicates that an entity owns, operates, or is associated with one or more businesses.
-
E.
hasTrade
Indicates a relationship where one entity engages in or maintains a commercial exchange or trading activity with 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_69d8278775fc8190b0802d22ca2f495d |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de61b207cc8190b85b1ff0910b54da |
completed | April 14, 2026, 3:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcf7de2af88190b9ed8cfeece74e50 |
completed | May 7, 2026, 8:36 p.m. |
| PD | Predicate disambiguation | batch_69de05b8434c81908c33b1b513463b12 |
completed | April 14, 2026, 9:15 a.m. |
Created at: April 10, 2026, 12:59 a.m.