Triple
T4208518
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Flying Blue |
E93839
|
entity |
| Predicate | hasMembershipTier |
P35523
|
FINISHED |
| Object |
Explorer
Explorer is the basic entry-level membership tier in the Flying Blue frequent flyer program, offering foundational benefits to new or infrequent travelers.
|
E420893
|
NE FINISHED |
How this triple was built (5 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: Explorer | Statement: [Flying Blue, hasMembershipTier, Explorer]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Explorer Context triple: [Flying Blue, hasMembershipTier, Explorer]
-
A.
Explorer
Explorer is a long-running National Geographic documentary series that investigates science, nature, culture, and global issues through in-depth reporting and exploration.
-
B.
Explorers
Explorers is the nickname for the men's basketball team representing La Salle University in NCAA Division I competition.
-
C.
Explorer Plate
The Explorer Plate is a small tectonic plate off the coast of British Columbia that forms part of the complex plate boundary system between the Pacific and North American Plates.
-
D.
Trailblazer
Trailblazer is a business and leadership book by Salesforce CEO Marc Benioff that explores how companies can drive innovation and growth while prioritizing values, social impact, and stakeholder capitalism.
-
E.
Venture
Venture is a Siemens-branded series of passenger rail coaches used in modern intercity and regional train 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: Explorer Triple: [Flying Blue, hasMembershipTier, Explorer]
Generated description
Explorer is the basic entry-level membership tier in the Flying Blue frequent flyer program, offering foundational benefits to new or infrequent travelers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Explorer Target entity description: Explorer is the basic entry-level membership tier in the Flying Blue frequent flyer program, offering foundational benefits to new or infrequent travelers.
-
A.
Explorer
Explorer is a long-running National Geographic documentary series that investigates science, nature, culture, and global issues through in-depth reporting and exploration.
-
B.
Explorers
Explorers is the nickname for the men's basketball team representing La Salle University in NCAA Division I competition.
-
C.
Explorer Plate
The Explorer Plate is a small tectonic plate off the coast of British Columbia that forms part of the complex plate boundary system between the Pacific and North American Plates.
-
D.
Trailblazer
Trailblazer is a business and leadership book by Salesforce CEO Marc Benioff that explores how companies can drive innovation and growth while prioritizing values, social impact, and stakeholder capitalism.
-
E.
Venture
Venture is a Siemens-branded series of passenger rail coaches used in modern intercity and regional train services.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasMembershipTier Context triple: [Flying Blue, hasMembershipTier, Explorer]
-
A.
membershipLevelAbove
Indicates that one entity’s membership level is ranked higher or more privileged than another entity’s membership level.
-
B.
loyaltyProgramTierOf
chosen
Indicates the specific loyalty or rewards program tier that an entity (such as a customer or account) belongs to.
-
C.
hasMembershipBy
Indicates that an entity holds or acquires membership in a group, organization, or program by means of a specified agent, process, or instrument.
-
D.
hasMembershipProgram
Indicates that an entity offers or participates in a structured membership program, typically providing special access, benefits, or services to enrolled members.
-
E.
membershipStatus
Indicates the current state or level of an entity’s participation or affiliation within a group, organization, or program.
- F. None of above.
Provenance (6 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_69b3451743608190808f41d17ccf2650 |
completed | March 12, 2026, 10:58 p.m. |
| NER | Named-entity recognition | batch_69b34e098da881909a0cc339cc186627 |
completed | March 12, 2026, 11:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5962bb63c81909e28a958323edb82 |
completed | March 14, 2026, 5:08 p.m. |
| NEDg | Description generation | batch_69b596b7330081908c66a5a756531ffd |
completed | March 14, 2026, 5:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5976663d88190a73a729554e91074 |
completed | March 14, 2026, 5:14 p.m. |
| PD | Predicate disambiguation | batch_69b347efd9b08190bb50f82e4e7fe06d |
completed | March 12, 2026, 11:10 p.m. |
Created at: March 12, 2026, 11:03 p.m.