Triple
T9508935
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Mall at Millenia |
E229340
|
entity |
| Predicate | developer |
P73
|
FINISHED |
| Object |
The Forbes Company
The Forbes Company is a U.S.-based real estate development firm known for creating and operating upscale, luxury shopping malls.
|
E804229
|
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: The Forbes Company | Statement: [The Mall at Millenia, developer, The Forbes Company]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Forbes Company Context triple: [The Mall at Millenia, developer, The Forbes Company]
-
A.
MacAndrews & Forbes
MacAndrews & Forbes is a private holding company controlled by Ronald Perelman, known for its diversified investments across industries such as consumer products, entertainment, and defense.
-
B.
Fox Company
Fox Company is a rifle company within the U.S. Marine Corps’ 2nd Battalion, 4th Marines, known for its role in infantry combat operations.
-
C.
Fox Company
Fox Company is a rifle company within the 2nd Battalion, 1st Marines, a storied infantry battalion of the United States Marine Corps.
-
D.
Burroughs Corporation
Burroughs Corporation was a major American business equipment and computer company, best known as one of the early mainframe manufacturers and a predecessor of Unisys.
-
E.
Forbes Global Media Holdings
Forbes Global Media Holdings is the parent company that controls the Forbes brand and its global media, publishing, and business information operations.
- 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: The Forbes Company Triple: [The Mall at Millenia, developer, The Forbes Company]
Generated description
The Forbes Company is a U.S.-based real estate development firm known for creating and operating upscale, luxury shopping malls.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Forbes Company Target entity description: The Forbes Company is a U.S.-based real estate development firm known for creating and operating upscale, luxury shopping malls.
-
A.
MacAndrews & Forbes
MacAndrews & Forbes is a private holding company controlled by Ronald Perelman, known for its diversified investments across industries such as consumer products, entertainment, and defense.
-
B.
Fox Company
Fox Company is a rifle company within the U.S. Marine Corps’ 2nd Battalion, 4th Marines, known for its role in infantry combat operations.
-
C.
Fox Company
Fox Company is a rifle company within the 2nd Battalion, 1st Marines, a storied infantry battalion of the United States Marine Corps.
-
D.
Burroughs Corporation
Burroughs Corporation was a major American business equipment and computer company, best known as one of the early mainframe manufacturers and a predecessor of Unisys.
-
E.
Forbes Global Media Holdings
Forbes Global Media Holdings is the parent company that controls the Forbes brand and its global media, publishing, and business information operations.
- 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_69ca847611c48190a28c028644198c75 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9855c5e48190a7d8d39b6d601679 |
completed | April 1, 2026, 10:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d13a2b34948190826b1f58258a4f54 |
completed | April 4, 2026, 4:19 p.m. |
| NEDg | Description generation | batch_69d13bc8ce4081909a58db4014f2748d |
completed | April 4, 2026, 4:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d13c58beb08190ab41485bc7dd9b6d |
completed | April 4, 2026, 4:29 p.m. |
Created at: March 30, 2026, 7:58 p.m.