Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002146

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 11 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.205

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750003874

distance 0.205 · cross-district

#2 · Chandrapurcell 4730002416

distance 0.226

#3 · Yavatmalcell 5000002619

distance 0.232 · cross-district

#4 · Washimcell 4990000772

distance 0.232 · cross-district

#5 · Washimcell 4990003099

distance 0.249 · cross-district

#6 · Chandrapurcell 4730002603

distance 0.252

#7 · Chandrapurcell 4730002735

distance 0.253

#8 · Amravaticell 4680000070

distance 0.254 · cross-district

#9 · Jalgaoncell 4780003611

distance 0.256 · cross-district

#10 · Akolacell 4670000242

distance 0.257 · cross-district

#11 · Hingolicell 4770004014

distance 0.258 · cross-district

#12 · Chandrapurcell 4730002242

distance 0.26

#13 · Chandrapurcell 4730002616

distance 0.267

#14 · Buldhanacell 4720005616

distance 0.271 · cross-district

#15 · Nandedcell 4850007397

distance 0.275 · cross-district

#16 · Nagpurcell 4840001366

distance 0.276 · cross-district

#17 · Jalgaoncell 4780005014

distance 0.277 · cross-district

#18 · Washimcell 4990003823

distance 0.278 · 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":4730002146}}}'

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.