Triple
T18401565
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | AFP |
E450008
|
entity |
| Predicate | predecessor |
P97
|
FINISHED |
| Object |
Havas Agency
Havas Agency was a major French advertising and communications firm that evolved from one of the world’s oldest news agencies into a global marketing and media network.
|
E1322473
|
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: Havas Agency | Statement: [AFP, predecessor, Havas Agency]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Havas Agency Context triple: [AFP, predecessor, Havas Agency]
-
A.
Ogilvy & Mather
Ogilvy & Mather is a major global advertising agency known for its influential marketing campaigns and brand-building work for leading companies worldwide.
-
B.
J. Walter Thompson Worldwide
J. Walter Thompson Worldwide is one of the oldest and most influential global advertising agencies, known for pioneering many modern advertising practices and campaigns.
-
C.
McCann Erickson
McCann Erickson is a global advertising agency network known for creating major international marketing campaigns for leading brands.
-
D.
Wunderman
Wunderman is a global marketing and advertising agency known for its data-driven, digital-first campaigns and customer relationship management services.
-
E.
Hub McCann
Hub McCann is a gruff, eccentric former adventurer and retired soldier who, alongside his brother, becomes an unlikely mentor and guardian to a young boy in the film "Secondhand Lions."
- 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: Havas Agency Triple: [AFP, predecessor, Havas Agency]
Generated description
Havas Agency was a major French advertising and communications firm that evolved from one of the world’s oldest news agencies into a global marketing and media network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Havas Agency Target entity description: Havas Agency was a major French advertising and communications firm that evolved from one of the world’s oldest news agencies into a global marketing and media network.
-
A.
Ogilvy & Mather
Ogilvy & Mather is a major global advertising agency known for its influential marketing campaigns and brand-building work for leading companies worldwide.
-
B.
J. Walter Thompson Worldwide
J. Walter Thompson Worldwide is one of the oldest and most influential global advertising agencies, known for pioneering many modern advertising practices and campaigns.
-
C.
McCann Erickson
McCann Erickson is a global advertising agency network known for creating major international marketing campaigns for leading brands.
-
D.
Wunderman
Wunderman is a global marketing and advertising agency known for its data-driven, digital-first campaigns and customer relationship management services.
-
E.
Hub McCann
Hub McCann is a gruff, eccentric former adventurer and retired soldier who, alongside his brother, becomes an unlikely mentor and guardian to a young boy in the film "Secondhand Lions."
- F. None of above.
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_69d8b9fab8a8819086a9ddc0871715e0 |
completed | April 10, 2026, 8:51 a.m. |
| NER | Named-entity recognition | batch_69e5195185b08190bd3b5471cdc047b0 |
completed | April 19, 2026, 6:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03e24442588190bbf9aec47467c381 |
completed | May 13, 2026, 2:30 a.m. |
| NEDg | Description generation | batch_6a03e38041e08190953c98c4d79ad1eb |
completed | May 13, 2026, 2:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03e3f0f8b081908172ed48ab890d4f |
completed | May 13, 2026, 2:37 a.m. |
Created at: April 10, 2026, 10:46 a.m.