Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002631

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.261

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730002253

distance 0.261

#2 · Jalgaoncell 4780004481

distance 0.268 · cross-district

#3 · Chandrapurcell 4730003165

distance 0.284

#4 · Chandrapurcell 4730002635

distance 0.292

#5 · Chandrapurcell 4730002759

distance 0.324

#6 · Chandrapurcell 4730003367

distance 0.326

#7 · Chandrapurcell 4730000286

distance 0.326

#8 · Jalgaoncell 4780007309

distance 0.336 · cross-district

#9 · Nandedcell 4850000732

distance 0.338 · cross-district

#10 · Yavatmalcell 5000003578

distance 0.339 · cross-district

#11 · Gadchirolicell 4750005595

distance 0.346 · cross-district

#12 · Gadchirolicell 4750006034

distance 0.351 · cross-district

#13 · Yavatmalcell 5000003398

distance 0.352 · cross-district

#14 · Amravaticell 4680006297

distance 0.358 · cross-district

#15 · Dharashivcell 4880006359

distance 0.362 · cross-district

#16 · Yavatmalcell 5000010146

distance 0.367 · cross-district

#17 · Chandrapurcell 4730002820

distance 0.368

#18 · Parbhanicell 4890002448

distance 0.37 · 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":4730002631}}}'

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.