Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007455

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

0.184

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840000771

distance 0.184 · cross-district

#2 · Gondiacell 4760001238

distance 0.224 · cross-district

#3 · Nagpurcell 4840000204

distance 0.232 · cross-district

#4 · Chandrapurcell 4730009272

distance 0.242

#5 · Wardhacell 4980001467

distance 0.243 · cross-district

#6 · Chandrapurcell 4730008369

distance 0.252

#7 · Chandrapurcell 4730007692

distance 0.259

#8 · Chandrapurcell 4730006110

distance 0.273

#9 · Bhandaracell 4710000056

distance 0.275 · cross-district

#10 · Gondiacell 4760000923

distance 0.28 · cross-district

#11 · Chandrapurcell 4730006275

distance 0.284

#12 · Chandrapurcell 4730007717

distance 0.286

#13 · Chandrapurcell 4730005768

distance 0.286

#14 · Gadchirolicell 4750011035

distance 0.296 · cross-district

#15 · Amravaticell 4680002105

distance 0.296 · cross-district

#16 · Gondiacell 4760000699

distance 0.298 · cross-district

#17 · Chandrapurcell 4730007569

distance 0.299

#18 · Yavatmalcell 5000007575

distance 0.301 · 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":4730007455}}}'

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.