Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005209

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.345

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730006201

distance 0.345

#2 · Gondiacell 4760000901

distance 0.373 · cross-district

#3 · Kolhapurcell 4800005543

distance 0.378 · cross-district

#4 · Chandrapurcell 4730006999

distance 0.383

#5 · Kolhapurcell 4800004765

distance 0.386 · cross-district

#6 · Chandrapurcell 4730004602

distance 0.394

#7 · Jalgaoncell 4780005794

distance 0.397 · cross-district

#8 · Bhandaracell 4710001380

distance 0.409 · cross-district

#9 · Parbhanicell 4890002368

distance 0.413 · cross-district

#10 · Ahmednagarcell 4660012821

distance 0.414 · cross-district

#11 · Nagpurcell 4840005085

distance 0.419 · cross-district

#12 · Dharashivcell 4880000281

distance 0.42 · cross-district

#13 · Nagpurcell 4840001799

distance 0.42 · cross-district

#14 · Chandrapurcell 4730008185

distance 0.421

#15 · Amravaticell 4680001526

distance 0.424 · cross-district

#16 · Jalgaoncell 4780007185

distance 0.431 · cross-district

#17 · Kolhapurcell 4800003867

distance 0.432 · cross-district

#18 · Beedcell 4700009005

distance 0.434 · 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":4730005209}}}'

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.