Triple
T7385090
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zoomlion |
E170359
|
entity |
| Predicate | competitor |
P1375
|
FINISHED |
| Object |
XCMG
XCMG is a major Chinese construction machinery manufacturer and one of the world’s largest producers of heavy equipment.
|
E663819
|
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: XCMG | Statement: [Zoomlion, competitor, XCMG]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: XCMG Context triple: [Zoomlion, competitor, XCMG]
-
A.
Sany Heavy Industry
Sany Heavy Industry is a major Chinese multinational heavy equipment manufacturer known for its construction machinery, cranes, and concrete machinery.
-
B.
Hengchi
Hengchi is an electric vehicle brand developed by the Chinese conglomerate Evergrande Group as part of its push into the new energy automotive industry.
-
C.
FAW Group
FAW Group is one of China’s largest and oldest state-owned automobile manufacturers, known for producing a wide range of passenger and commercial vehicles and partnering with global car brands.
-
D.
SAIC Motor
SAIC Motor is a major Chinese state-owned automotive manufacturer and one of the country’s largest carmakers, producing vehicles under its own brands and through joint ventures with global and regional partners.
-
E.
Nanjing Automobile
Nanjing Automobile is a major Chinese state-owned automobile manufacturer known for acquiring the MG brand and producing passenger cars and commercial vehicles.
- 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: XCMG Triple: [Zoomlion, competitor, XCMG]
Generated description
XCMG is a major Chinese construction machinery manufacturer and one of the world’s largest producers of heavy equipment.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: XCMG Target entity description: XCMG is a major Chinese construction machinery manufacturer and one of the world’s largest producers of heavy equipment.
-
A.
Sany Heavy Industry
Sany Heavy Industry is a major Chinese multinational heavy equipment manufacturer known for its construction machinery, cranes, and concrete machinery.
-
B.
Hengchi
Hengchi is an electric vehicle brand developed by the Chinese conglomerate Evergrande Group as part of its push into the new energy automotive industry.
-
C.
FAW Group
FAW Group is one of China’s largest and oldest state-owned automobile manufacturers, known for producing a wide range of passenger and commercial vehicles and partnering with global car brands.
-
D.
SAIC Motor
SAIC Motor is a major Chinese state-owned automotive manufacturer and one of the country’s largest carmakers, producing vehicles under its own brands and through joint ventures with global and regional partners.
-
E.
Nanjing Automobile
Nanjing Automobile is a major Chinese state-owned automobile manufacturer known for acquiring the MG brand and producing passenger cars and commercial vehicles.
- 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_69c68a5d0ed08190b6d361e68f813330 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f1efe1308190b96eefbff56140be |
completed | March 27, 2026, 9:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c81ecb9b0481908af841456bce5430 |
completed | March 28, 2026, 6:32 p.m. |
| NEDg | Description generation | batch_69c81fb91eb88190b6436ace69d44211 |
completed | March 28, 2026, 6:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c822f547388190be0879b70542a421 |
completed | March 28, 2026, 6:50 p.m. |
Created at: March 27, 2026, 3:08 p.m.