Triple
T14273890
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Singapore Army |
E353866
|
entity |
| Predicate | hasBranch |
P35
|
FINISHED |
| Object |
Supply and Transport
Supply and Transport is a logistics formation of the Singapore Army responsible for providing essential supply, transport, and related support to military operations.
|
E1090453
|
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: Supply and Transport | Statement: [Singapore Army, hasBranch, Supply and Transport]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Supply and Transport Context triple: [Singapore Army, hasBranch, Supply and Transport]
-
A.
Integrated Freight & Logistics
Integrated Freight & Logistics is a sector focused on the coordinated transportation, handling, and distribution of goods across multiple modes and networks to optimize supply chain efficiency.
-
B.
Travel, Transportation and Logistics
Travel, Transportation and Logistics is a Federal Acquisition Service business line that provides government-wide solutions for managing travel, transportation, and logistics needs efficiently and cost-effectively.
-
C.
11 Supply and Transport Company
11 Supply and Transport Company is a logistics and transport unit that provides supply, movement, and support services within the 11 Airmobile Brigade.
-
D.
Logistics Center
The Logistics Center is a U.S. Army facility responsible for managing the supply, maintenance, and distribution of aviation and missile-related materiel and support services.
-
E.
Swift Transportation
Swift Transportation is one of the largest truckload motor carriers in the United States, providing nationwide freight transportation and logistics services.
- 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: Supply and Transport Triple: [Singapore Army, hasBranch, Supply and Transport]
Generated description
Supply and Transport is a logistics formation of the Singapore Army responsible for providing essential supply, transport, and related support to military operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Supply and Transport Target entity description: Supply and Transport is a logistics formation of the Singapore Army responsible for providing essential supply, transport, and related support to military operations.
-
A.
Integrated Freight & Logistics
Integrated Freight & Logistics is a sector focused on the coordinated transportation, handling, and distribution of goods across multiple modes and networks to optimize supply chain efficiency.
-
B.
Travel, Transportation and Logistics
Travel, Transportation and Logistics is a Federal Acquisition Service business line that provides government-wide solutions for managing travel, transportation, and logistics needs efficiently and cost-effectively.
-
C.
11 Supply and Transport Company
11 Supply and Transport Company is a logistics and transport unit that provides supply, movement, and support services within the 11 Airmobile Brigade.
-
D.
Logistics Center
The Logistics Center is a U.S. Army facility responsible for managing the supply, maintenance, and distribution of aviation and missile-related materiel and support services.
-
E.
Swift Transportation
Swift Transportation is one of the largest truckload motor carriers in the United States, providing nationwide freight transportation and logistics services.
- 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_69d8278d25148190abf1a8c8f5f533ad |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de6582f5308190969f4cfd724d9139 |
completed | April 14, 2026, 4:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd326d35808190bbf3f6bbc50554f4 |
completed | May 8, 2026, 12:46 a.m. |
| NEDg | Description generation | batch_69fd372c49d88190ad76477d24e48d59 |
completed | May 8, 2026, 1:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd379feff081908a74d12782bedbee |
completed | May 8, 2026, 1:08 a.m. |
Created at: April 10, 2026, 1:10 a.m.