Triple
T9668352
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pershing Square Holdings |
E233761
|
entity |
| Predicate | hasSignificantShareholderRoleIn |
P14887
|
FINISHED |
| Object | Automatic Data Processing |
E480315
|
NE FINISHED |
How this triple was built (2 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: Automatic Data Processing | Statement: [Pershing Square Holdings, hasSignificantShareholderRoleIn, Automatic Data Processing]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Automatic Data Processing Context triple: [Pershing Square Holdings, hasSignificantShareholderRoleIn, Automatic Data Processing]
-
A.
Automatic Data Processing
chosen
Automatic Data Processing (ADP) is a major American provider of payroll, human resources, and workforce management software and services to businesses worldwide.
-
B.
Electronic Data Systems
Electronic Data Systems was a major American information technology services company known for providing outsourcing, consulting, and systems integration solutions to large enterprises and governments worldwide.
-
C.
Butler automation
Butler automation is Trello’s built-in automation tool that lets users create rules, buttons, and scheduled commands to streamline and automate board workflows.
-
D.
The Transformation of Data
The Transformation of Data is a notable chapter in R.A. Fisher’s "The Design of Experiments" that discusses methods for mathematically modifying experimental data to meet statistical assumptions and improve analysis.
-
E.
RPA
RPA is the ICAO airline designator used for Republic Airways, a U.S.-based regional airline operating flights on behalf of major carriers.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca848d3b6c8190ae98ea554dea58df |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9c3c06e4819080c1b8e66faa482f |
completed | April 1, 2026, 10:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d18a208798819088db055e44d288e3 |
completed | April 4, 2026, 10:01 p.m. |
Created at: March 30, 2026, 8:15 p.m.