Triple
T8828739
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | CRAM-MD5 |
E210079
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
DIGEST-MD5
DIGEST-MD5 is an authentication mechanism for SASL that uses MD5-based challenge–response hashing to securely verify credentials without sending passwords in clear text.
|
E210079
|
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: DIGEST-MD5 | Statement: [CRAM-MD5, relatedTo, DIGEST-MD5]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: DIGEST-MD5 Context triple: [CRAM-MD5, relatedTo, DIGEST-MD5]
-
A.
MD5
MD5 is a widely known but now cryptographically broken 128-bit hash function formerly used for checksums, data integrity, and security applications.
-
B.
CRAM-MD5
CRAM-MD5 is a challenge–response authentication mechanism that uses MD5 hashing to securely verify a user's identity without transmitting their password in plaintext.
-
C.
Hash
"Hash" is a darkly comic novel by Swedish author Torgny Lindgren that explores memory, identity, and rural life through the story of two men obsessively disputing who makes the better potato hash.
-
D.
SHA-1
SHA-1 is a now-legacy 160-bit cryptographic hash function once widely used for data integrity and digital signatures but today considered insecure due to practical collision attacks.
-
E.
HMAC
HMAC (Hash-based Message Authentication Code) is a cryptographic construction that combines a secret key with a hash function to provide data integrity and authentication.
- 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: DIGEST-MD5 Triple: [CRAM-MD5, relatedTo, DIGEST-MD5]
Generated description
DIGEST-MD5 is an authentication mechanism for SASL that uses MD5-based challenge–response hashing to securely verify credentials without sending passwords in clear text.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: DIGEST-MD5 Target entity description: DIGEST-MD5 is an authentication mechanism for SASL that uses MD5-based challenge–response hashing to securely verify credentials without sending passwords in clear text.
-
A.
MD5
MD5 is a widely known but now cryptographically broken 128-bit hash function formerly used for checksums, data integrity, and security applications.
-
B.
CRAM-MD5
chosen
CRAM-MD5 is a challenge–response authentication mechanism that uses MD5 hashing to securely verify a user's identity without transmitting their password in plaintext.
-
C.
Hash
"Hash" is a darkly comic novel by Swedish author Torgny Lindgren that explores memory, identity, and rural life through the story of two men obsessively disputing who makes the better potato hash.
-
D.
SHA-1
SHA-1 is a now-legacy 160-bit cryptographic hash function once widely used for data integrity and digital signatures but today considered insecure due to practical collision attacks.
-
E.
HMAC
HMAC (Hash-based Message Authentication Code) is a cryptographic construction that combines a secret key with a hash function to provide data integrity and authentication.
- 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_69ca8365b28081909e48e45e95dfc405 |
completed | March 30, 2026, 2:06 p.m. |
| NER | Named-entity recognition | batch_69cc604c52a48190807e46c15e3c1558 |
completed | April 1, 2026, 12:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cf896382708190a08c6bacf1157066 |
completed | April 3, 2026, 9:33 a.m. |
| NEDg | Description generation | batch_69cf8ab6c1a8819097b8a84902a10296 |
completed | April 3, 2026, 9:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cf8bc521dc81908918b48a25f290bb |
completed | April 3, 2026, 9:43 a.m. |
Created at: March 30, 2026, 6:47 p.m.