Triple
T9978229
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | NTLM |
E196384
|
entity |
| Predicate | recommendedReplacedBy |
P28179
|
FINISHED |
| Object | Kerberos |
E191937
|
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: Kerberos | Statement: [NTLM, recommendedReplacedBy, Kerberos]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kerberos Context triple: [NTLM, recommendedReplacedBy, Kerberos]
-
A.
Kerberos
chosen
Kerberos is a network authentication protocol that uses secret-key cryptography to securely verify the identity of users and services in distributed systems.
-
B.
Kerberos
Kerberos is a small, irregularly shaped moon of Pluto discovered in 2011 as part of the Pluto system’s complex family of satellites.
-
C.
NTLM
NTLM is a Microsoft authentication protocol used to validate users and secure access in Windows-based networks and services.
-
D.
Generic Security Services Application Programming Interface
The Generic Security Services Application Programming Interface (GSS-API) is a standard interface that allows applications to access security services such as authentication, integrity, and confidentiality in a mechanism-independent way.
-
E.
Secure Authentication Version 5
Secure Authentication Version 5 is a security enhancement for the DNP3 protocol that provides robust authentication and protection against unauthorized control and cyber attacks in industrial control systems.
- 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: recommendedReplacedBy Context triple: [NTLM, recommendedReplacedBy, Kerberos]
-
A.
oftenReplacedBy
Indicates that one entity is frequently substituted or superseded by another in similar contexts or uses.
-
B.
placedBy
Indicates that one entity was positioned, set, or put in a location or context by another entity.
-
C.
discontinuedInFavorOf
Indicates that one thing has been stopped, ended, or phased out specifically so it can be replaced by another preferred alternative.
-
D.
mayBeReplacedBy
chosen
Indicates that one entity can potentially be substituted or superseded by another entity.
-
E.
replacedBecause
Indicates that one entity has been substituted for another specifically due to a particular reason or cause.
- 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_69ca82efbce081908179b4b9c65096eb |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb84ef8ac8190abbe78b7611c5309 |
completed | April 2, 2026, 12:29 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d257d3fc308190b82b3731139d15cb |
completed | April 5, 2026, 12:38 p.m. |
| PD | Predicate disambiguation | batch_69cd1d9daa808190b413a1b9a1e929e2 |
completed | April 1, 2026, 1:29 p.m. |
Created at: March 30, 2026, 8:49 p.m.