Triple
T15238271
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | MISC Berhad |
E364186
|
entity |
| Predicate | abbreviation |
P43
|
FINISHED |
| Object |
MISC
MISC is a Malaysian shipping and maritime logistics company known for its global fleet and energy-related transport services.
|
E1145349
|
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: MISC | Statement: [MISC Berhad, abbreviation, MISC]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MISC Context triple: [MISC Berhad, abbreviation, MISC]
-
A.
Miscellanea
Miscellanea is a collection of humanist philological essays by Angelo Poliziano that critically examine and correct classical Latin and Greek texts.
-
B.
Everything Else
"Everything Else" is a song performed by Natalie Goodman, likely known within her body of musical work.
-
C.
Stuff
Stuff was a 1970s American jazz-funk and R&B fusion band known for its tight groove, session-musician lineup, and influential live performances.
-
D.
Others
Others is a music production entity known for working on the track "Demons Protected by Angels."
-
E.
Miscellanea curiosa
Miscellanea curiosa is an early scientific journal published by the Academia Naturae Curiosorum, featuring collections of observations and reports on natural phenomena and medical cases.
- 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: MISC Triple: [MISC Berhad, abbreviation, MISC]
Generated description
MISC is a Malaysian shipping and maritime logistics company known for its global fleet and energy-related transport services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: MISC Target entity description: MISC is a Malaysian shipping and maritime logistics company known for its global fleet and energy-related transport services.
-
A.
Miscellanea
Miscellanea is a collection of humanist philological essays by Angelo Poliziano that critically examine and correct classical Latin and Greek texts.
-
B.
Everything Else
"Everything Else" is a song performed by Natalie Goodman, likely known within her body of musical work.
-
C.
Stuff
Stuff was a 1970s American jazz-funk and R&B fusion band known for its tight groove, session-musician lineup, and influential live performances.
-
D.
Others
Others is a music production entity known for working on the track "Demons Protected by Angels."
-
E.
Miscellanea curiosa
Miscellanea curiosa is an early scientific journal published by the Academia Naturae Curiosorum, featuring collections of observations and reports on natural phenomena and medical cases.
- 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_69d85a0dde7481908fc64d1e82d5d20d |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e007da7e988190925a9b67b8070bc7 |
completed | April 15, 2026, 9:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fedd3f9d308190af5374f0362c62f5 |
completed | May 9, 2026, 7:07 a.m. |
| NEDg | Description generation | batch_69feded546688190b931b60a55babcd0 |
completed | May 9, 2026, 7:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fedf72e6148190afbfbe92ed2ed277 |
completed | May 9, 2026, 7:17 a.m. |
Created at: April 10, 2026, 3:12 a.m.