Triple
T3762537
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | M240 |
E82594
|
entity |
| Predicate | manufacturer |
P490
|
FINISHED |
| Object |
FN Herstal
FN Herstal is a Belgian firearms manufacturer renowned for producing a wide range of military and law-enforcement weapons used worldwide.
|
E386645
|
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: FN Herstal | Statement: [M240, manufacturer, FN Herstal]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: FN Herstal Context triple: [M240, manufacturer, FN Herstal]
-
A.
Rheinmetall
Rheinmetall is a major German defense and automotive company best known for producing advanced military technologies, including the main armament and systems for modern battle tanks.
-
B.
Steyr
Steyr is a historic industrial city in northern Austria known for its well-preserved old town and long tradition of metalworking and manufacturing.
-
C.
Western European Armaments Group
The Western European Armaments Group was a collaborative body within the Western European Union responsible for coordinating defense equipment procurement and armaments cooperation among its member states.
-
D.
F88 Austeyr rifle
The F88 Austeyr rifle is the standard-issue, Australian-licensed variant of the Steyr AUG bullpup assault rifle, widely used by the Australian Defence Force.
-
E.
Le Creusot
Le Creusot is an industrial town in eastern France historically known for its steelworks and heavy engineering industries.
- 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: FN Herstal Triple: [M240, manufacturer, FN Herstal]
Generated description
FN Herstal is a Belgian firearms manufacturer renowned for producing a wide range of military and law-enforcement weapons used worldwide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: FN Herstal Target entity description: FN Herstal is a Belgian firearms manufacturer renowned for producing a wide range of military and law-enforcement weapons used worldwide.
-
A.
Rheinmetall
Rheinmetall is a major German defense and automotive company best known for producing advanced military technologies, including the main armament and systems for modern battle tanks.
-
B.
Steyr
Steyr is a historic industrial city in northern Austria known for its well-preserved old town and long tradition of metalworking and manufacturing.
-
C.
Western European Armaments Group
The Western European Armaments Group was a collaborative body within the Western European Union responsible for coordinating defense equipment procurement and armaments cooperation among its member states.
-
D.
F88 Austeyr rifle
The F88 Austeyr rifle is the standard-issue, Australian-licensed variant of the Steyr AUG bullpup assault rifle, widely used by the Australian Defence Force.
-
E.
Le Creusot
Le Creusot is an industrial town in eastern France historically known for its steelworks and heavy engineering industries.
- 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_69ad8b207b0081909d2b48843fbd8795 |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adcbfa44ac819082f2c895d96c9170 |
completed | March 8, 2026, 7:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4e51acd0c81909a675e525ece6d1b |
completed | March 14, 2026, 4:33 a.m. |
| NEDg | Description generation | batch_69b4e8d7b6d48190a56c3d1921bb2088 |
completed | March 14, 2026, 4:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4e966a5648190a449fbb23c39f905 |
completed | March 14, 2026, 4:51 a.m. |
Created at: March 8, 2026, 3:35 p.m.