Triple
T2735612
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Herzliya |
E60622
|
entity |
| Predicate | hasCompanyPresence |
P17483
|
FINISHED |
| Object |
Rafael Advanced Defense Systems (offices/R&D)
Rafael Advanced Defense Systems (offices/R&D) is a major Israeli defense technology company known for developing advanced military systems such as missile defense, precision-guided weapons, and intelligence solutions.
|
E293334
|
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: Rafael Advanced Defense Systems (offices/R&D) | Statement: [Herzliya, hasCompanyPresence, Rafael Advanced Defense Systems (offices/R&D)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Rafael Advanced Defense Systems (offices/R&D) Context triple: [Herzliya, hasCompanyPresence, Rafael Advanced Defense Systems (offices/R&D)]
-
A.
Agency for Defense Development
The Agency for Defense Development is South Korea’s national defense research organization responsible for developing advanced military technologies and weapons systems.
-
B.
Nexter Systems
Nexter Systems is a French defense company specializing in the design and manufacture of military land systems, including armored vehicles, artillery, and ammunition.
-
C.
Defence Space Agency
The Defence Space Agency is India’s tri-service military unit responsible for coordinating and enhancing the country’s space-based defense capabilities.
-
D.
Office of the Director of Defense Research and Engineering
The Office of the Director of Defense Research and Engineering was a high-level U.S. Department of Defense organization responsible for overseeing and coordinating advanced military research, development, and engineering efforts.
-
E.
Defense Advanced Research Projects Agency
The Defense Advanced Research Projects Agency (DARPA) is a U.S. Department of Defense agency responsible for developing cutting-edge military and dual-use technologies, including many foundational innovations in computing and the internet.
- 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: Rafael Advanced Defense Systems (offices/R&D) Triple: [Herzliya, hasCompanyPresence, Rafael Advanced Defense Systems (offices/R&D)]
Generated description
Rafael Advanced Defense Systems (offices/R&D) is a major Israeli defense technology company known for developing advanced military systems such as missile defense, precision-guided weapons, and intelligence solutions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Rafael Advanced Defense Systems (offices/R&D) Target entity description: Rafael Advanced Defense Systems (offices/R&D) is a major Israeli defense technology company known for developing advanced military systems such as missile defense, precision-guided weapons, and intelligence solutions.
-
A.
Agency for Defense Development
The Agency for Defense Development is South Korea’s national defense research organization responsible for developing advanced military technologies and weapons systems.
-
B.
Nexter Systems
Nexter Systems is a French defense company specializing in the design and manufacture of military land systems, including armored vehicles, artillery, and ammunition.
-
C.
Defence Space Agency
The Defence Space Agency is India’s tri-service military unit responsible for coordinating and enhancing the country’s space-based defense capabilities.
-
D.
Office of the Director of Defense Research and Engineering
The Office of the Director of Defense Research and Engineering was a high-level U.S. Department of Defense organization responsible for overseeing and coordinating advanced military research, development, and engineering efforts.
-
E.
Defense Advanced Research Projects Agency
The Defense Advanced Research Projects Agency (DARPA) is a U.S. Department of Defense agency responsible for developing cutting-edge military and dual-use technologies, including many foundational innovations in computing and the internet.
- 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_69ab4b77febc819095603eb012cd141b |
completed | March 6, 2026, 9:47 p.m. |
| NER | Named-entity recognition | batch_69abdb1022488190af84e536946b2e37 |
completed | March 7, 2026, 8 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69afb6a37fdc8190bcdb33d7352d9e16 |
completed | March 10, 2026, 6:13 a.m. |
| NEDg | Description generation | batch_69afb734d7b08190aeb95e8a9199fb10 |
completed | March 10, 2026, 6:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69afb7c3fe7c8190bbbd6ce3157b1d56 |
completed | March 10, 2026, 6:18 a.m. |
Created at: March 6, 2026, 9:56 p.m.