Triple
T8507715
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | G Herbo |
E201373
|
entity |
| Predicate | previousPartner |
P8718
|
FINISHED |
| Object |
Ariana Fletcher
Ariana Fletcher is an American social media influencer and entrepreneur known for her large Instagram following, beauty and fashion ventures, and high-profile relationships in the hip-hop community.
|
E743106
|
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: Ariana Fletcher | Statement: [G Herbo, previousPartner, Ariana Fletcher]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ariana Fletcher Context triple: [G Herbo, previousPartner, Ariana Fletcher]
-
A.
Anika Calhoun
Anika Calhoun is a central character on the television series "Empire," known as a savvy music executive and former fiancée of Lucious Lyon who becomes entangled in the Lyon family's personal and business conflicts.
-
B.
Ariel Moore
Ariel Moore is the rebellious and spirited teenage daughter of a strict minister in the musical film "Footloose," whose desire for freedom and dancing drives much of the story’s conflict.
-
C.
Lacey Farrell
Lacey Farrell is a young Manhattan real estate agent who becomes a key witness to a murder and is forced into witness protection in Mary Higgins Clark’s suspense novel "Pretend You Don’t See Her."
-
D.
Juliana Stratton
Juliana Stratton is an American politician and attorney who serves as the lieutenant governor of Illinois, working alongside the governor on state policy and administration.
-
E.
Ariel Truax
Ariel Truax is a central love interest and spirited newcomer in the comedy film "Grumpy Old Men," whose arrival stirs up rivalry and romance between the two elderly protagonists.
- 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: Ariana Fletcher Triple: [G Herbo, previousPartner, Ariana Fletcher]
Generated description
Ariana Fletcher is an American social media influencer and entrepreneur known for her large Instagram following, beauty and fashion ventures, and high-profile relationships in the hip-hop community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ariana Fletcher Target entity description: Ariana Fletcher is an American social media influencer and entrepreneur known for her large Instagram following, beauty and fashion ventures, and high-profile relationships in the hip-hop community.
-
A.
Anika Calhoun
Anika Calhoun is a central character on the television series "Empire," known as a savvy music executive and former fiancée of Lucious Lyon who becomes entangled in the Lyon family's personal and business conflicts.
-
B.
Ariel Moore
Ariel Moore is the rebellious and spirited teenage daughter of a strict minister in the musical film "Footloose," whose desire for freedom and dancing drives much of the story’s conflict.
-
C.
Lacey Farrell
Lacey Farrell is a young Manhattan real estate agent who becomes a key witness to a murder and is forced into witness protection in Mary Higgins Clark’s suspense novel "Pretend You Don’t See Her."
-
D.
Juliana Stratton
Juliana Stratton is an American politician and attorney who serves as the lieutenant governor of Illinois, working alongside the governor on state policy and administration.
-
E.
Ariel Truax
Ariel Truax is a central love interest and spirited newcomer in the comedy film "Grumpy Old Men," whose arrival stirs up rivalry and romance between the two elderly protagonists.
- 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_69ca8320e5748190ac2c585a0bba8193 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cbe5de18448190a695eec609b34e1a |
completed | March 31, 2026, 3:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce88ec84208190ab72c8411e6cc4c2 |
completed | April 2, 2026, 3:19 p.m. |
| NEDg | Description generation | batch_69ce8a9ba0448190ae7637f24b8a8032 |
completed | April 2, 2026, 3:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce8bda33548190a8f6985a48d65a39 |
completed | April 2, 2026, 3:31 p.m. |
Created at: March 30, 2026, 6:14 p.m.