Triple
T1611769
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Microsoft PowerPoint |
E34629
|
entity |
| Predicate | originalDeveloper |
P184
|
FINISHED |
| Object |
Forethought Inc.
Forethought Inc. was a software company best known for creating the presentation program that became Microsoft PowerPoint before being acquired by Microsoft.
|
E183300
|
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: Forethought Inc. | Statement: [Microsoft PowerPoint, originalDeveloper, Forethought Inc.]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Forethought Inc. Context triple: [Microsoft PowerPoint, originalDeveloper, Forethought Inc.]
-
A.
Goldmind Inc.
Goldmind Inc. is the record label founded by rapper, singer, and producer Missy Elliott to release her music and projects by affiliated artists.
-
B.
Obvious Corporation
Obvious Corporation was the early holding company and development vehicle created by Twitter’s founders that incubated and spun out Twitter as an independent company.
-
C.
Syntrillium Software
Syntrillium Software was a software company best known for creating the audio editing program Cool Edit, which later evolved into Adobe Audition after Adobe acquired the firm.
-
D.
Capco
Capco is a global management and technology consultancy specializing in the financial services industry.
-
E.
Cadabra, Inc.
Cadabra, Inc. was the original name of the company that later became Amazon, the multinational e-commerce and technology giant founded by Jeff Bezos.
- 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: Forethought Inc. Triple: [Microsoft PowerPoint, originalDeveloper, Forethought Inc.]
Generated description
Forethought Inc. was a software company best known for creating the presentation program that became Microsoft PowerPoint before being acquired by Microsoft.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Forethought Inc. Target entity description: Forethought Inc. was a software company best known for creating the presentation program that became Microsoft PowerPoint before being acquired by Microsoft.
-
A.
Goldmind Inc.
Goldmind Inc. is the record label founded by rapper, singer, and producer Missy Elliott to release her music and projects by affiliated artists.
-
B.
Obvious Corporation
Obvious Corporation was the early holding company and development vehicle created by Twitter’s founders that incubated and spun out Twitter as an independent company.
-
C.
Syntrillium Software
Syntrillium Software was a software company best known for creating the audio editing program Cool Edit, which later evolved into Adobe Audition after Adobe acquired the firm.
-
D.
Capco
Capco is a global management and technology consultancy specializing in the financial services industry.
-
E.
Cadabra, Inc.
Cadabra, Inc. was the original name of the company that later became Amazon, the multinational e-commerce and technology giant founded by Jeff Bezos.
- 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_69a885ffc5ec819091afa325d5f9611c |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a9098cd03081908c67f95fd54d2071 |
completed | March 5, 2026, 4:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad51c751308190a89f6462ee365418 |
completed | March 8, 2026, 10:39 a.m. |
| NEDg | Description generation | batch_69ad52f6b15c819097d4e56884e31600 |
completed | March 8, 2026, 10:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad53536a108190b97b7017ad567ad5 |
completed | March 8, 2026, 10:45 a.m. |
Created at: March 4, 2026, 7:28 p.m.