Triple
T7898054
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | NATS |
E183381
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object |
NATS CLI
NATS CLI is a command-line tool used to interact with and manage NATS messaging servers, including publishing, subscribing, and administering NATS resources.
|
E183381
|
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: NATS CLI | Statement: [NATS, hasComponent, NATS CLI]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NATS CLI Context triple: [NATS, hasComponent, NATS CLI]
-
A.
NATS
NATS is a high-performance, cloud-native messaging system used for building scalable, distributed applications and microservices.
-
B.
air technical service commands
Air technical service commands were specialized units of the U.S. Army Air Forces responsible for the development, maintenance, and logistical support of aircraft and related technologies during World War II.
-
C.
ATIS
ATIS (Alliance for Telecommunications Industry Solutions) is a leading North American standards development organization that advances global telecommunications and information and communications technology (ICT) networks and services.
-
D.
airserv-ng
airserv-ng is a network-based wireless packet capture and injection tool that allows remote access to wireless interfaces, commonly used as part of the aircrack-ng suite for Wi-Fi security testing.
-
E.
AeroDarat Services
AeroDarat Services is a Malaysian ground handling and airport services company that supports airlines with passenger, ramp, and cargo operations.
- 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: NATS CLI Triple: [NATS, hasComponent, NATS CLI]
Generated description
NATS CLI is a command-line tool used to interact with and manage NATS messaging servers, including publishing, subscribing, and administering NATS resources.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: NATS CLI Target entity description: NATS CLI is a command-line tool used to interact with and manage NATS messaging servers, including publishing, subscribing, and administering NATS resources.
-
A.
NATS
chosen
NATS is a high-performance, cloud-native messaging system used for building scalable, distributed applications and microservices.
-
B.
air technical service commands
Air technical service commands were specialized units of the U.S. Army Air Forces responsible for the development, maintenance, and logistical support of aircraft and related technologies during World War II.
-
C.
ATIS
ATIS (Alliance for Telecommunications Industry Solutions) is a leading North American standards development organization that advances global telecommunications and information and communications technology (ICT) networks and services.
-
D.
airserv-ng
airserv-ng is a network-based wireless packet capture and injection tool that allows remote access to wireless interfaces, commonly used as part of the aircrack-ng suite for Wi-Fi security testing.
-
E.
AeroDarat Services
AeroDarat Services is a Malaysian ground handling and airport services company that supports airlines with passenger, ramp, and cargo operations.
- F. None of above.
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_69ca828d13088190b222be7aa9f9315c |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb3a296db8819084c620b12f77acb5 |
completed | March 31, 2026, 3:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5bb719a08190a0545a361f559bf7 |
completed | March 31, 2026, 5:29 a.m. |
| NEDg | Description generation | batch_69cb5f1f864c819086d3a2b04061ead0 |
completed | March 31, 2026, 5:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cb76aede388190a56e066c3302c35e |
completed | March 31, 2026, 7:24 a.m. |
Created at: March 30, 2026, 5:01 p.m.