Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730001469

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.18

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002024

distance 0.18

#2 · Akolacell 4670002667

distance 0.182 · cross-district

#3 · Chandrapurcell 4730003673

distance 0.183

#4 · Jalgaoncell 4780004362

distance 0.193 · cross-district

#5 · Chandrapurcell 4730001821

distance 0.194

#6 · Jalgaoncell 4780004020

distance 0.197 · cross-district

#7 · Chandrapurcell 4730001463

distance 0.199

#8 · Akolacell 4670001252

distance 0.2 · cross-district

#9 · Chandrapurcell 4730003089

distance 0.2

#10 · Chandrapurcell 4730002154

distance 0.201

#11 · Yavatmalcell 5000002506

distance 0.207 · cross-district

#12 · Amravaticell 4680000935

distance 0.209 · cross-district

#13 · Jalgaoncell 4780006950

distance 0.209 · cross-district

#14 · Chandrapurcell 4730004003

distance 0.21

#15 · Chandrapurcell 4730001561

distance 0.212

#16 · Chandrapurcell 4730004302

distance 0.213

#17 · Jalgaoncell 4780005329

distance 0.214 · cross-district

#18 · Chandrapurcell 4730003291

distance 0.216

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":4730001469}}}'

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.