Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006808

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.424

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730001010

distance 0.424

#2 · Bhandaracell 4710001386

distance 0.444 · cross-district

#3 · Ahmednagarcell 4660014179

distance 0.448 · cross-district

#4 · Bhandaracell 4710000706

distance 0.448 · cross-district

#5 · Chandrapurcell 4730000758

distance 0.449

#6 · Nagpurcell 4840002757

distance 0.453 · cross-district

#7 · Chandrapurcell 4730006461

distance 0.454

#8 · Gadchirolicell 4750011874

distance 0.456 · cross-district

#9 · Chandrapurcell 4730007570

distance 0.456

#10 · Chandrapurcell 4730009625

distance 0.463

#11 · Nashikcell 4870007808

distance 0.467 · cross-district

#12 · Gondiacell 4760001238

distance 0.468 · cross-district

#13 · Nagpurcell 4840003849

distance 0.468 · cross-district

#14 · Chandrapurcell 4730008118

distance 0.47

#15 · Nashikcell 4870004734

distance 0.475 · cross-district

#16 · Nagpurcell 4840002857

distance 0.479 · cross-district

#17 · Bhandaracell 4710000071

distance 0.487 · cross-district

#18 · Chandrapurcell 4730007692

distance 0.488

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":4730006808}}}'

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.