Triple
T3429548
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | DFA |
E72303
|
entity |
| Predicate | predecessorOf |
P97
|
FINISHED |
| Object |
DoubleClick Campaign Manager
DoubleClick Campaign Manager is Google’s web-based ad management and ad-serving platform used by advertisers and agencies to plan, deliver, track, and optimize digital advertising campaigns across channels.
|
E356442
|
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: DoubleClick Campaign Manager | Statement: [DFA, predecessorOf, DoubleClick Campaign Manager]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: DoubleClick Campaign Manager Context triple: [DFA, predecessorOf, DoubleClick Campaign Manager]
-
A.
Marketo
Marketo is a leading marketing automation software platform that helps businesses manage and optimize digital marketing campaigns and customer engagement.
-
B.
Adobe Marketing Cloud
Adobe Marketing Cloud is a suite of integrated digital marketing tools and analytics services from Adobe that helps businesses manage, measure, and optimize their online marketing efforts.
-
C.
Sprinklr
Sprinklr is a customer experience management and social media analytics software company that helps large enterprises manage and optimize interactions across digital channels.
-
D.
Buzzr
Buzzr is an American digital multicast television network specializing in classic game shows from the mid-20th century onward.
-
E.
BrightRoll
BrightRoll is a digital video advertising platform known for enabling programmatic buying and selling of video ad inventory across devices and publishers.
- 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: DoubleClick Campaign Manager Triple: [DFA, predecessorOf, DoubleClick Campaign Manager]
Generated description
DoubleClick Campaign Manager is Google’s web-based ad management and ad-serving platform used by advertisers and agencies to plan, deliver, track, and optimize digital advertising campaigns across channels.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: DoubleClick Campaign Manager Target entity description: DoubleClick Campaign Manager is Google’s web-based ad management and ad-serving platform used by advertisers and agencies to plan, deliver, track, and optimize digital advertising campaigns across channels.
-
A.
Marketo
Marketo is a leading marketing automation software platform that helps businesses manage and optimize digital marketing campaigns and customer engagement.
-
B.
Adobe Marketing Cloud
Adobe Marketing Cloud is a suite of integrated digital marketing tools and analytics services from Adobe that helps businesses manage, measure, and optimize their online marketing efforts.
-
C.
Sprinklr
Sprinklr is a customer experience management and social media analytics software company that helps large enterprises manage and optimize interactions across digital channels.
-
D.
Buzzr
Buzzr is an American digital multicast television network specializing in classic game shows from the mid-20th century onward.
-
E.
BrightRoll
BrightRoll is a digital video advertising platform known for enabling programmatic buying and selling of video ad inventory across devices and publishers.
- 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_69ad85ae14308190bcbc25cfa0246c0b |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb9854ca081909e637adcac46a27c |
completed | March 8, 2026, 6:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b35478448481908e1c0f717d99f992 |
completed | March 13, 2026, 12:04 a.m. |
| NEDg | Description generation | batch_69b35546dfa0819081800009fbe8afe3 |
completed | March 13, 2026, 12:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b355cecc4c81908ecb5f83e89b4a00 |
completed | March 13, 2026, 12:09 a.m. |
Created at: March 8, 2026, 3:15 p.m.