Triple
T16291704
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chandler family |
E395538
|
entity |
| Predicate | associatedBusiness |
P21206
|
FINISHED |
| Object |
Chandler Enterprises
Chandler Enterprises is a business entity owned and operated by the Chandler family, likely serving as the primary vehicle for their commercial and investment activities.
|
E1204939
|
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: Chandler Enterprises | Statement: [Chandler family, associatedBusiness, Chandler Enterprises]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chandler Enterprises Context triple: [Chandler family, associatedBusiness, Chandler Enterprises]
-
A.
Cheyenne Enterprises
Cheyenne Enterprises is a film and television production company co-founded by actor Bruce Willis, known for producing action and thriller projects.
-
B.
Sheldon & Company
Sheldon & Company was a 19th-century American publishing house known for issuing popular literature and periodicals.
-
C.
Rand Enterprises
Rand Enterprises is the fictional multinational corporation at the center of Marvel's Iron Fist, serving as both the Rand family business and a key setting for the series' corporate and superhero conflicts.
-
D.
Reginald Denny Industries
Reginald Denny Industries was an aviation and model aircraft company best known for pioneering radio-controlled target drones used by the U.S. military before and during World War II.
-
E.
Ostar Enterprises
Ostar Enterprises is a television and film production company known for developing and producing scripted entertainment projects.
- 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: Chandler Enterprises Triple: [Chandler family, associatedBusiness, Chandler Enterprises]
Generated description
Chandler Enterprises is a business entity owned and operated by the Chandler family, likely serving as the primary vehicle for their commercial and investment activities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chandler Enterprises Target entity description: Chandler Enterprises is a business entity owned and operated by the Chandler family, likely serving as the primary vehicle for their commercial and investment activities.
-
A.
Cheyenne Enterprises
Cheyenne Enterprises is a film and television production company co-founded by actor Bruce Willis, known for producing action and thriller projects.
-
B.
Sheldon & Company
Sheldon & Company was a 19th-century American publishing house known for issuing popular literature and periodicals.
-
C.
Rand Enterprises
Rand Enterprises is the fictional multinational corporation at the center of Marvel's Iron Fist, serving as both the Rand family business and a key setting for the series' corporate and superhero conflicts.
-
D.
Reginald Denny Industries
Reginald Denny Industries was an aviation and model aircraft company best known for pioneering radio-controlled target drones used by the U.S. military before and during World War II.
-
E.
Ostar Enterprises
Ostar Enterprises is a television and film production company known for developing and producing scripted entertainment projects.
- 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_69d87f22c7248190a54c949738441e2e |
completed | April 10, 2026, 4:40 a.m. |
| NER | Named-entity recognition | batch_69e24919345881909ba4e7fe2e59340f |
completed | April 17, 2026, 2:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a001f97895081909f22ded3507afe14 |
completed | May 10, 2026, 6:03 a.m. |
| NEDg | Description generation | batch_6a0020c8f904819090bea8655972fa85 |
completed | May 10, 2026, 6:08 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00213560588190850ab5a66fc43704 |
completed | May 10, 2026, 6:09 a.m. |
Created at: April 10, 2026, 5:05 a.m.