Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007749

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.22

lower = more alike (weighted)

The twins, closest first

#1 · Wardhacell 4980000589

distance 0.22 · cross-district

#2 · Nagpurcell 4840000253

distance 0.231 · cross-district

#3 · Chandrapurcell 4730007413

distance 0.233

#4 · Yavatmalcell 5000011426

distance 0.237 · cross-district

#5 · Jalgaoncell 4780002460

distance 0.254 · cross-district

#6 · Chandrapurcell 4730003162

distance 0.256

#7 · Chandrapurcell 4730003023

distance 0.26

#8 · Nandedcell 4850009071

distance 0.262 · cross-district

#9 · Wardhacell 4980001104

distance 0.263 · cross-district

#10 · Wardhacell 4980001166

distance 0.263 · cross-district

#11 · Chandrapurcell 4730007569

distance 0.264

#12 · Chandrapurcell 4730008732

distance 0.265

#13 · Chandrapurcell 4730004712

distance 0.266

#14 · Jalgaoncell 4780002462

distance 0.27 · cross-district

#15 · Buldhanacell 4720002201

distance 0.27 · cross-district

#16 · Wardhacell 4980001008

distance 0.274 · cross-district

#17 · Yavatmalcell 5000010078

distance 0.276 · cross-district

#18 · Chandrapurcell 4730003909

distance 0.278

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":4730007749}}}'

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.