Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002005

The MH-36 locality cells most similar to this Chandrapur cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.168

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006394

distance 0.168

#2 · Yavatmalcell 5000002751

distance 0.171 · cross-district

#3 · Chandrapurcell 4730001485

distance 0.176

#4 · Chandrapurcell 4730003969

distance 0.177

#5 · Chandrapurcell 4730002507

distance 0.179

#6 · Nagpurcell 4840002817

distance 0.18 · cross-district

#7 · Chandrapurcell 4730005354

distance 0.181

#8 · Chandrapurcell 4730001913

distance 0.186

#9 · Chandrapurcell 4730006847

distance 0.189

#10 · Chandrapurcell 4730001597

distance 0.19

#11 · Yavatmalcell 5000001858

distance 0.194 · cross-district

#12 · Nagpurcell 4840004187

distance 0.196 · cross-district

#13 · Nagpurcell 4840006587

distance 0.198 · cross-district

#14 · Chandrapurcell 4730001764

distance 0.198

#15 · Chandrapurcell 4730001680

distance 0.2

#16 · Chandrapurcell 4730002006

distance 0.2

#17 · Chandrapurcell 4730001326

distance 0.2

#18 · Chandrapurcell 4730001832

distance 0.201

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":473,"cluster_id":4730002005}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.