Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006729

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

0.188

lower = more alike (weighted)

The twins, closest first

#1 · Wardhacell 4980002082

distance 0.188 · cross-district

#2 · Parbhanicell 4890002250

distance 0.197 · cross-district

#3 · Yavatmalcell 5000003577

distance 0.203 · cross-district

#4 · Wardhacell 4980001642

distance 0.209 · cross-district

#5 · Jalgaoncell 4780004196

distance 0.212 · cross-district

#6 · Amravaticell 4680002497

distance 0.215 · cross-district

#7 · Parbhanicell 4890002416

distance 0.216 · cross-district

#8 · Chandrapurcell 4730006841

distance 0.216

#9 · Parbhanicell 4890002113

distance 0.217 · cross-district

#10 · Jalgaoncell 4780002540

distance 0.218 · cross-district

#11 · Wardhacell 4980001154

distance 0.219 · cross-district

#12 · Amravaticell 4680007220

distance 0.22 · cross-district

#13 · Buldhanacell 4720001872

distance 0.222 · cross-district

#14 · Wardhacell 4980001641

distance 0.226 · cross-district

#15 · Amravaticell 4680005404

distance 0.226 · cross-district

#16 · Buldhanacell 4720006856

distance 0.227 · cross-district

#17 · Amravaticell 4680003495

distance 0.227 · cross-district

#18 · Wardhacell 4980000720

distance 0.23 · 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":4730006729}}}'

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.