Triple
T8415927
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Omnicom Group |
E198729
|
entity |
| Predicate | hasSubsidiary |
P254
|
FINISHED |
| Object |
Hearts & Science
Hearts & Science is a data-driven media and marketing agency known for leveraging advanced analytics and consumer insights to plan and optimize advertising campaigns.
|
E733014
|
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: Hearts & Science | Statement: [Omnicom Group, hasSubsidiary, Hearts & Science]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hearts & Science Context triple: [Omnicom Group, hasSubsidiary, Hearts & Science]
-
A.
Hearts in Suspension
Hearts in Suspension is a nonfiction book by Stephen King that blends memoir, essays, and archival material to recount his college years and the turbulent social climate of the late 1960s.
-
B.
My Heart Has a Mind of Its Own
"My Heart Has a Mind of Its Own" is a 1960 pop song made famous by American singer Connie Francis, noted for its emotional lyrics and classic early rock-and-roll ballad style.
-
C.
Hearts and Bones
Hearts and Bones is a British television drama series that follows the intertwined personal and professional lives of a group of friends who relocate from Coventry to London.
-
D.
Hearts and Bones
Hearts and Bones is a 1983 studio album by American singer-songwriter Paul Simon, noted for its introspective lyrics and sophisticated, understated production.
-
E.
Two Hearts
Two Hearts is a song by Bruce Springsteen that appears on his 1980 album "The River."
- 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: Hearts & Science Triple: [Omnicom Group, hasSubsidiary, Hearts & Science]
Generated description
Hearts & Science is a data-driven media and marketing agency known for leveraging advanced analytics and consumer insights to plan and optimize advertising campaigns.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hearts & Science Target entity description: Hearts & Science is a data-driven media and marketing agency known for leveraging advanced analytics and consumer insights to plan and optimize advertising campaigns.
-
A.
Hearts in Suspension
Hearts in Suspension is a nonfiction book by Stephen King that blends memoir, essays, and archival material to recount his college years and the turbulent social climate of the late 1960s.
-
B.
My Heart Has a Mind of Its Own
"My Heart Has a Mind of Its Own" is a 1960 pop song made famous by American singer Connie Francis, noted for its emotional lyrics and classic early rock-and-roll ballad style.
-
C.
Hearts and Bones
Hearts and Bones is a British television drama series that follows the intertwined personal and professional lives of a group of friends who relocate from Coventry to London.
-
D.
Hearts and Bones
Hearts and Bones is a 1983 studio album by American singer-songwriter Paul Simon, noted for its introspective lyrics and sophisticated, understated production.
-
E.
Two Hearts
Two Hearts is a song by Bruce Springsteen that appears on his 1980 album "The River."
- 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_69ca831201b481909e137936ef99ff11 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cb84c5121081908efa3eca25406d3a |
completed | March 31, 2026, 8:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ce0333a3488190ba30d03b1d7bacb1 |
completed | April 2, 2026, 5:48 a.m. |
| NEDg | Description generation | batch_69ce0781859c8190bb92f41c00af459b |
completed | April 2, 2026, 6:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ce089d09c08190ba321aed4044a862 |
completed | April 2, 2026, 6:11 a.m. |
Created at: March 30, 2026, 6:06 p.m.