Triple
T8603009
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | TBWA Worldwide |
E203723
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
Integer Group
Integer Group is a marketing and advertising agency network known for its shopper and promotional marketing services within the TBWA Worldwide family.
|
E744891
|
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: Integer Group | Statement: [TBWA Worldwide, hasDivision, Integer Group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Integer Group Context triple: [TBWA Worldwide, hasDivision, Integer Group]
-
A.
Spring Group
Spring Group is a Chinese travel and aviation conglomerate best known for owning low-cost carrier Spring Airlines and related tourism businesses.
-
B.
The Groups
The Groups is an alternate English title for Surah Az-Zumar, a chapter of the Qur’an that emphasizes sincere worship of God, the consequences of disbelief, and the gathering of people on the Day of Judgment.
-
C.
Gruppen
Gruppen is a groundbreaking orchestral composition by Karlheinz Stockhausen, renowned for its complex spatialization of three separate orchestras and its innovative use of serial techniques.
-
D.
The Group
"The Group" is a satirical play by American writer and political commentator Mercy Otis Warren that critiques British colonial officials and loyalists in pre-Revolutionary Massachusetts.
-
E.
The Meet Group
The Meet Group is a social entertainment and live-streaming company that owns and operates multiple social networking platforms and apps.
- 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: Integer Group Triple: [TBWA Worldwide, hasDivision, Integer Group]
Generated description
Integer Group is a marketing and advertising agency network known for its shopper and promotional marketing services within the TBWA Worldwide family.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Integer Group Target entity description: Integer Group is a marketing and advertising agency network known for its shopper and promotional marketing services within the TBWA Worldwide family.
-
A.
Spring Group
Spring Group is a Chinese travel and aviation conglomerate best known for owning low-cost carrier Spring Airlines and related tourism businesses.
-
B.
The Groups
The Groups is an alternate English title for Surah Az-Zumar, a chapter of the Qur’an that emphasizes sincere worship of God, the consequences of disbelief, and the gathering of people on the Day of Judgment.
-
C.
Gruppen
Gruppen is a groundbreaking orchestral composition by Karlheinz Stockhausen, renowned for its complex spatialization of three separate orchestras and its innovative use of serial techniques.
-
D.
The Group
"The Group" is a satirical play by American writer and political commentator Mercy Otis Warren that critiques British colonial officials and loyalists in pre-Revolutionary Massachusetts.
-
E.
The Meet Group
The Meet Group is a social entertainment and live-streaming company that owns and operates multiple social networking platforms and apps.
- 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_69ca832b56948190ba751cec255308f1 |
completed | March 30, 2026, 2:05 p.m. |
| NER | Named-entity recognition | batch_69cc46dc23448190a5eb63455578427e |
completed | March 31, 2026, 10:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cea8f13f7081908317c1b2d87a51b2 |
completed | April 2, 2026, 5:35 p.m. |
| NEDg | Description generation | batch_69cea9d0dad0819095134f6f8cafb4c0 |
completed | April 2, 2026, 5:39 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ceaa7025388190a3f17aca46d4858e |
completed | April 2, 2026, 5:42 p.m. |
Created at: March 30, 2026, 6:24 p.m.