Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002291

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 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.113

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002221

distance 0.113

#2 · Chandrapurcell 4730000833

distance 0.213

#3 · Chandrapurcell 4730002357

distance 0.241

#4 · Nagpurcell 4840001529

distance 0.25 · cross-district

#5 · Chandrapurcell 4730001304

distance 0.258

#6 · Chandrapurcell 4730000676

distance 0.261

#7 · Wardhacell 4980001956

distance 0.264 · cross-district

#8 · Chandrapurcell 4730002422

distance 0.265

#9 · Chandrapurcell 4730000435

distance 0.28

#10 · Chandrapurcell 4730000512

distance 0.28

#11 · Chandrapurcell 4730007176

distance 0.285

#12 · Chandrapurcell 4730002617

distance 0.302

#13 · Nandedcell 4850000163

distance 0.304 · cross-district

#14 · Gadchirolicell 4750010653

distance 0.307 · cross-district

#15 · Chandrapurcell 4730002748

distance 0.308

#16 · Chandrapurcell 4730000665

distance 0.312

#17 · Wardhacell 4980000676

distance 0.313 · cross-district

#18 · Jalgaoncell 4780004619

distance 0.317 · cross-district

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":4730002291}}}'

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.