Triple
T6523627
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Trans–New Guinea languages |
E151246
|
entity |
| Predicate | laterWorkBy |
P71402
|
FINISHED |
| Object | Malcolm Ross |
E211265
|
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: Malcolm Ross | Statement: [Trans–New Guinea languages, laterWorkBy, Malcolm Ross]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malcolm Ross Context triple: [Trans–New Guinea languages, laterWorkBy, Malcolm Ross]
-
A.
Malcolm Ross
chosen
Malcolm Ross is a linguist known for his influential work on the classification and historical relationships of Papuan and Oceanic languages, particularly in the Northwest Solomonic region.
-
B.
Malcolm Dixon
Malcolm Dixon was a British actor and dwarf performer best known for his roles in fantasy and science-fiction films of the late 20th century.
-
C.
Malcolm Kirk
Malcolm Kirk was an English professional wrestler known for his imposing size and for tragically dying in the ring during a match in 1987.
-
D.
Malcolm Elliott
Malcolm Elliott was a notable figure in Alaska’s history, commemorated by having the Elliott Highway named in his honor.
-
E.
Malcolm Waite
Malcolm Waite was an American silent film actor best remembered for his supporting roles in early Hollywood comedies, including Charlie Chaplin films.
- 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: laterWorkBy Context triple: [Trans–New Guinea languages, laterWorkBy, Malcolm Ross]
-
A.
laterWork
Indicates that one work was created, published, or produced after another work in time.
-
B.
laterIn
Indicates that one event, state, or time point occurs after another in temporal order.
-
C.
laterActivity
Indicates that one activity occurs after another in time, establishing a temporal ordering between them.
-
D.
lastWork
Indicates that one entity is the most recent work (e.g., creation, project, or publication) associated with another entity.
-
E.
hasWorkBy
Indicates that one entity (such as a collection, exhibition, or publication) includes or contains creative works produced by another entity (such as an artist, author, or creator).
- 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_69c687f522748190b3058405553cdabd |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6ad970afc81909d3231203eacf413 |
completed | March 27, 2026, 4:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6cb74dfac81908eb44811869450ae |
completed | March 27, 2026, 6:24 p.m. |
| PD | Predicate disambiguation | batch_69c68abbc7148190a8270d47fe10cc31 |
completed | March 27, 2026, 1:48 p.m. |
| PDg | Predicate description generation | batch_69c69f362ee4819090e8fa48caef7d7d |
completed | March 27, 2026, 3:16 p.m. |
Created at: March 27, 2026, 1:45 p.m.