Triple
T7346389
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Tan Hooi Ling |
E169390
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object |
Grab Holdings Inc.
Grab Holdings Inc. is a Southeast Asian technology company best known for its super-app offering ride-hailing, food delivery, and digital financial services across multiple countries in the region.
|
E659394
|
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: Grab Holdings Inc. | Statement: [Tan Hooi Ling, associatedWith, Grab Holdings Inc.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grab Holdings Inc. Context triple: [Tan Hooi Ling, associatedWith, Grab Holdings Inc.]
-
A.
Snap Inc.
Snap Inc. is an American technology and social media company best known for developing the multimedia messaging app Snapchat and related camera and augmented reality products.
-
B.
Capri Holdings Limited
Capri Holdings Limited is a global fashion luxury group that owns brands such as Versace, Michael Kors, and Jimmy Choo.
-
C.
PAL Holdings, Inc.
PAL Holdings, Inc. is a Philippine-based holding company that owns and controls the flag carrier Philippine Airlines and related aviation interests.
-
D.
Endeavor Group Holdings
Endeavor Group Holdings is a global sports and entertainment company that owns talent agency WME and various media, sports, and live event properties.
-
E.
Square, Inc.
Square, Inc. is a financial technology company best known for its mobile payment solutions and point-of-sale systems that enable businesses to accept electronic payments easily.
- 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: Grab Holdings Inc. Triple: [Tan Hooi Ling, associatedWith, Grab Holdings Inc.]
Generated description
Grab Holdings Inc. is a Southeast Asian technology company best known for its super-app offering ride-hailing, food delivery, and digital financial services across multiple countries in the region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Grab Holdings Inc. Target entity description: Grab Holdings Inc. is a Southeast Asian technology company best known for its super-app offering ride-hailing, food delivery, and digital financial services across multiple countries in the region.
-
A.
Snap Inc.
Snap Inc. is an American technology and social media company best known for developing the multimedia messaging app Snapchat and related camera and augmented reality products.
-
B.
Capri Holdings Limited
Capri Holdings Limited is a global fashion luxury group that owns brands such as Versace, Michael Kors, and Jimmy Choo.
-
C.
PAL Holdings, Inc.
PAL Holdings, Inc. is a Philippine-based holding company that owns and controls the flag carrier Philippine Airlines and related aviation interests.
-
D.
Endeavor Group Holdings
Endeavor Group Holdings is a global sports and entertainment company that owns talent agency WME and various media, sports, and live event properties.
-
E.
Square, Inc.
Square, Inc. is a financial technology company best known for its mobile payment solutions and point-of-sale systems that enable businesses to accept electronic payments easily.
- 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_69c68a5878888190968ce4d04db8d69f |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f0f0329c8190a0182e3bf62604e5 |
completed | March 27, 2026, 9:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7fa916ac881909acee8184b71dc85 |
completed | March 28, 2026, 3:58 p.m. |
| NEDg | Description generation | batch_69c7fb05966c819089f47be0b9d32cb2 |
completed | March 28, 2026, 4 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7fddb63908190a5123ed8d7c9be1f |
completed | March 28, 2026, 4:12 p.m. |
Created at: March 27, 2026, 3:05 p.m.