Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006357

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

0.281

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007467

distance 0.281

#2 · Amravaticell 4680005003

distance 0.3 · cross-district

#3 · Chandrapurcell 4730004781

distance 0.315

#4 · Chandrapurcell 4730006475

distance 0.322

#5 · Chandrapurcell 4730005373

distance 0.339

#6 · Gondiacell 4760001148

distance 0.34 · cross-district

#7 · Chandrapurcell 4730001108

distance 0.348

#8 · Gadchirolicell 4750010767

distance 0.35 · cross-district

#9 · Nagpurcell 4840003136

distance 0.352 · cross-district

#10 · Yavatmalcell 5000006762

distance 0.377 · cross-district

#11 · Chandrapurcell 4730006017

distance 0.384

#12 · Chandrapurcell 4730007271

distance 0.386

#13 · Chandrapurcell 4730005765

distance 0.391

#14 · Nagpurcell 4840006626

distance 0.395 · cross-district

#15 · Yavatmalcell 5000005739

distance 0.395 · cross-district

#16 · Gadchirolicell 4750011592

distance 0.401 · cross-district

#17 · Gadchirolicell 4750011935

distance 0.405 · cross-district

#18 · Bhandaracell 4710003488

distance 0.406 · 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":4730006357}}}'

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.