Triple
T1677060
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heckler & Koch |
E36253
|
entity |
| Predicate | hasMajorProductFamily |
P11218
|
FINISHED |
| Object |
G36 series
The G36 series is a family of modern 5.56×45mm NATO assault rifles developed by Heckler & Koch and widely used by military and law enforcement forces around the world.
|
E189862
|
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: G36 series | Statement: [Heckler & Koch, hasMajorProductFamily, G36 series]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: G36 series Context triple: [Heckler & Koch, hasMajorProductFamily, G36 series]
-
A.
Walther Model
Walther Model was a prominent German field marshal of World War II, noted for his defensive expertise and leadership on the Eastern Front.
-
B.
HK416F assault rifle
The HK416F assault rifle is a modern, gas‑piston–operated 5.56×45mm NATO firearm developed by Heckler & Koch and adopted as the standard service rifle of the French armed forces.
-
C.
Walther
Walther is a given name and surname of Germanic origin, commonly used in German-speaking countries and occasionally in other parts of Europe.
-
D.
Beryl assault rifle
The Beryl assault rifle is a Polish-designed 5.56×45mm NATO service rifle widely used as the primary infantry weapon of Poland’s armed forces.
-
E.
M4 carbine
The M4 carbine is a lightweight, gas-operated, magazine-fed 5.56×45mm NATO assault rifle widely used by modern military forces, particularly the U.S. armed forces.
- 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: G36 series Triple: [Heckler & Koch, hasMajorProductFamily, G36 series]
Generated description
The G36 series is a family of modern 5.56×45mm NATO assault rifles developed by Heckler & Koch and widely used by military and law enforcement forces around the world.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: G36 series Target entity description: The G36 series is a family of modern 5.56×45mm NATO assault rifles developed by Heckler & Koch and widely used by military and law enforcement forces around the world.
-
A.
Walther Model
Walther Model was a prominent German field marshal of World War II, noted for his defensive expertise and leadership on the Eastern Front.
-
B.
HK416F assault rifle
The HK416F assault rifle is a modern, gas‑piston–operated 5.56×45mm NATO firearm developed by Heckler & Koch and adopted as the standard service rifle of the French armed forces.
-
C.
Walther
Walther is a given name and surname of Germanic origin, commonly used in German-speaking countries and occasionally in other parts of Europe.
-
D.
Beryl assault rifle
The Beryl assault rifle is a Polish-designed 5.56×45mm NATO service rifle widely used as the primary infantry weapon of Poland’s armed forces.
-
E.
M4 carbine
The M4 carbine is a lightweight, gas-operated, magazine-fed 5.56×45mm NATO assault rifle widely used by modern military forces, particularly the U.S. armed forces.
- 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_69a886139ed081909af0940aa9313512 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69abaffad4748190995fec39bc8d7a1f |
completed | March 7, 2026, 4:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad71b7c2608190bce1dc7469da4c45 |
completed | March 8, 2026, 12:55 p.m. |
| NEDg | Description generation | batch_69ad72deafcc8190a2aef87277c5d731 |
completed | March 8, 2026, 1 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad734440ac81909cbcf1c02fd4bc66 |
completed | March 8, 2026, 1:01 p.m. |
Created at: March 4, 2026, 7:29 p.m.