Triple
T338831
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | STARTTLS |
E6787
|
entity |
| Predicate | usedInProtocol |
P3331
|
FINISHED |
| Object |
LDAP
LDAP (Lightweight Directory Access Protocol) is an open, standards-based protocol used to access and manage distributed directory information services over an IP network.
|
E42572
|
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: LDAP | Statement: [STARTTLS, usedInProtocol, LDAP]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: LDAP Context triple: [STARTTLS, usedInProtocol, LDAP]
-
A.
Active Directory
Active Directory is Microsoft's centralized directory and identity management service used to authenticate and authorize users, computers, and resources in Windows-based networks.
-
B.
DS Logon
DS Logon is a secure, Department of Defense-managed online credential that allows eligible service members, veterans, and their families to access various military and VA benefit websites and services.
-
C.
Directory
The Directory was the five-member executive government that ruled France during the later stages of the French Revolution, between the fall of Robespierre and the rise of Napoleon Bonaparte.
-
D.
GPO
GPO is the common abbreviation for the United States Government Publishing Office, the federal agency responsible for producing and distributing information products and services for all branches of the U.S. government.
-
E.
Name Authority File
The Name Authority File is a standardized database of authorized names and headings used by libraries and other institutions to ensure consistent cataloging and retrieval of bibliographic records.
- 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: LDAP Triple: [STARTTLS, usedInProtocol, LDAP]
Generated description
LDAP (Lightweight Directory Access Protocol) is an open, standards-based protocol used to access and manage distributed directory information services over an IP network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: LDAP Target entity description: LDAP (Lightweight Directory Access Protocol) is an open, standards-based protocol used to access and manage distributed directory information services over an IP network.
-
A.
Active Directory
Active Directory is Microsoft's centralized directory and identity management service used to authenticate and authorize users, computers, and resources in Windows-based networks.
-
B.
DS Logon
DS Logon is a secure, Department of Defense-managed online credential that allows eligible service members, veterans, and their families to access various military and VA benefit websites and services.
-
C.
Directory
The Directory was the five-member executive government that ruled France during the later stages of the French Revolution, between the fall of Robespierre and the rise of Napoleon Bonaparte.
-
D.
GPO
GPO is the common abbreviation for the United States Government Publishing Office, the federal agency responsible for producing and distributing information products and services for all branches of the U.S. government.
-
E.
Name Authority File
The Name Authority File is a standardized database of authorized names and headings used by libraries and other institutions to ensure consistent cataloging and retrieval of bibliographic records.
- 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_69a2e79434908190a9d5afe415153ad9 |
completed | Feb. 28, 2026, 1:03 p.m. |
| NER | Named-entity recognition | batch_69a2eae3a27c81909fc7deb600125fb1 |
completed | Feb. 28, 2026, 1:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3d24a5c388190967793ebd1ba6bcb |
completed | March 1, 2026, 5:44 a.m. |
| NEDg | Description generation | batch_69a3d2b9892081908059bba25f2b96d4 |
completed | March 1, 2026, 5:46 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3d378fb7c81909844e723fb99f946 |
completed | March 1, 2026, 5:49 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.