Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730002386

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.293

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780006217

distance 0.293 · cross-district

#2 · Nagpurcell 4840004388

distance 0.296 · cross-district

#3 · Chandrapurcell 4730003380

distance 0.315

#4 · Amravaticell 4680002589

distance 0.318 · cross-district

#5 · Nagpurcell 4840002622

distance 0.318 · cross-district

#6 · Gadchirolicell 4750007601

distance 0.327 · cross-district

#7 · Akolacell 4670002150

distance 0.33 · cross-district

#8 · Chandrapurcell 4730002110

distance 0.33

#9 · Akolacell 4670003443

distance 0.333 · cross-district

#10 · Jalgaoncell 4780006369

distance 0.335 · cross-district

#11 · Nagpurcell 4840004600

distance 0.338 · cross-district

#12 · Yavatmalcell 5000006987

distance 0.345 · cross-district

#13 · Akolacell 4670002085

distance 0.348 · cross-district

#14 · Amravaticell 4680003085

distance 0.348 · cross-district

#15 · Chandrapurcell 4730003308

distance 0.35

#16 · Nagpurcell 4840003100

distance 0.356 · cross-district

#17 · Bhandaracell 4710002075

distance 0.356 · cross-district

#18 · Nagpurcell 4840003199

distance 0.357 · 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":4730002386}}}'

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.