Triple
T8532715
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | David Marshall |
E201994
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
Labour Front
Labour Front was a left-leaning political party in Singapore in the 1950s that briefly governed the colony under Chief Minister David Marshall before declining and being succeeded in prominence by the People’s Action Party.
|
E740235
|
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: Labour Front | Statement: [David Marshall, memberOf, Labour Front]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Labour Front Context triple: [David Marshall, memberOf, Labour Front]
-
A.
Progressive Labour Party
The Progressive Labour Party is a major centre-left political party in Bermuda that traditionally represents working-class and progressive interests.
-
B.
Socialist Electoral League
The Socialist Electoral League was a Norwegian left-wing political alliance that served as the forerunner to the Socialist Left Party.
-
C.
Co-operative Party
The Co-operative Party is a UK political party that promotes co-operative values and works in electoral partnership with the Labour Party to advance mutualism, community ownership, and economic democracy.
-
D.
Labour Progressive Federation
The Labour Progressive Federation is the trade union wing of the Dravida Munnetra Kazhagam (DMK), representing and organizing workers aligned with the party’s Dravidian and social justice ideology in Tamil Nadu.
-
E.
United Labour Party
The United Labour Party was an early 20th-century New Zealand political party that represented workers’ interests and helped lay the foundations for the modern New Zealand Labour Party.
- 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: Labour Front Triple: [David Marshall, memberOf, Labour Front]
Generated description
Labour Front was a left-leaning political party in Singapore in the 1950s that briefly governed the colony under Chief Minister David Marshall before declining and being succeeded in prominence by the People’s Action Party.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Labour Front Target entity description: Labour Front was a left-leaning political party in Singapore in the 1950s that briefly governed the colony under Chief Minister David Marshall before declining and being succeeded in prominence by the People’s Action Party.
-
A.
Progressive Labour Party
The Progressive Labour Party is a major centre-left political party in Bermuda that traditionally represents working-class and progressive interests.
-
B.
Socialist Electoral League
The Socialist Electoral League was a Norwegian left-wing political alliance that served as the forerunner to the Socialist Left Party.
-
C.
Co-operative Party
The Co-operative Party is a UK political party that promotes co-operative values and works in electoral partnership with the Labour Party to advance mutualism, community ownership, and economic democracy.
-
D.
Labour Progressive Federation
The Labour Progressive Federation is the trade union wing of the Dravida Munnetra Kazhagam (DMK), representing and organizing workers aligned with the party’s Dravidian and social justice ideology in Tamil Nadu.
-
E.
United Labour Party
The United Labour Party was an early 20th-century New Zealand political party that represented workers’ interests and helped lay the foundations for the modern New Zealand Labour Party.
- 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_69ca832355b08190b8b6a4ab4a4a3554 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe678fe448190a50c6b0d149b081f |
completed | March 31, 2026, 3:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce6d70f81881908ac784608ad7a2aa |
completed | April 2, 2026, 1:21 p.m. |
| NEDg | Description generation | batch_69ce6e69213c8190add7eb9cc74b1a33 |
completed | April 2, 2026, 1:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce6f28ae6481909a8a13613f3eb5e0 |
completed | April 2, 2026, 1:29 p.m. |
Created at: March 30, 2026, 6:17 p.m.