Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005701

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.123

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006087

distance 0.123

#2 · Chandrapurcell 4730005388

distance 0.183

#3 · Chandrapurcell 4730007001

distance 0.187

#4 · Chandrapurcell 4730006775

distance 0.188

#5 · Chandrapurcell 4730005700

distance 0.19

#6 · Yavatmalcell 5000001853

distance 0.197 · cross-district

#7 · Chandrapurcell 4730005390

distance 0.198

#8 · Chandrapurcell 4730006430

distance 0.202

#9 · Chandrapurcell 4730005289

distance 0.207

#10 · Chandrapurcell 4730005698

distance 0.209

#11 · Wardhacell 4980000164

distance 0.21 · cross-district

#12 · Chandrapurcell 4730005603

distance 0.21

#13 · Chandrapurcell 4730006386

distance 0.211

#14 · Chandrapurcell 4730001761

distance 0.211

#15 · Parbhanicell 4890002767

distance 0.211 · cross-district

#16 · Chandrapurcell 4730006779

distance 0.212

#17 · Wardhacell 4980000923

distance 0.213 · cross-district

#18 · Chandrapurcell 4730005490

distance 0.214

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":4730005701}}}'

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.