Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730008118

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.249

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730007692

distance 0.249

#2 · Gadchirolicell 4750008169

distance 0.307 · cross-district

#3 · Gondiacell 4760004266

distance 0.311 · cross-district

#4 · Yavatmalcell 5000009933

distance 0.311 · cross-district

#5 · Nagpurcell 4840002666

distance 0.326 · cross-district

#6 · Buldhanacell 4720002786

distance 0.332 · cross-district

#7 · Buldhanacell 4720002043

distance 0.334 · cross-district

#8 · Wardhacell 4980000006

distance 0.336 · cross-district

#9 · Bhandaracell 4710001681

distance 0.34 · cross-district

#10 · Gondiacell 4760001238

distance 0.345 · cross-district

#11 · Gondiacell 4760001146

distance 0.364 · cross-district

#12 · Chandrapurcell 4730008839

distance 0.365

#13 · Gadchirolicell 4750007899

distance 0.365 · cross-district

#14 · Yavatmalcell 5000006874

distance 0.366 · cross-district

#15 · Beedcell 4700005774

distance 0.366 · cross-district

#16 · Bhandaracell 4710000360

distance 0.369 · cross-district

#17 · Wardhacell 4980001655

distance 0.37 · cross-district

#18 · Gadchirolicell 4750008682

distance 0.372 · 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":4730008118}}}'

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.