Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003569

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

0.239

lower = more alike (weighted)

The twins, closest first

#1 · Gadchirolicell 4750006703

distance 0.239 · cross-district

#2 · Buldhanacell 4720006095

distance 0.25 · cross-district

#3 · Buldhanacell 4720005223

distance 0.26 · cross-district

#4 · Gadchirolicell 4750007481

distance 0.262 · cross-district

#5 · Jalgaoncell 4780005806

distance 0.277 · cross-district

#6 · Beedcell 4700005043

distance 0.281 · cross-district

#7 · Amravaticell 4680000373

distance 0.284 · cross-district

#8 · Yavatmalcell 5000007731

distance 0.286 · cross-district

#9 · Nagpurcell 4840005968

distance 0.286 · cross-district

#10 · Buldhanacell 4720005121

distance 0.29 · cross-district

#11 · Amravaticell 4680004928

distance 0.293 · cross-district

#12 · Chandrapurcell 4730003493

distance 0.293

#13 · Amravaticell 4680003781

distance 0.301 · cross-district

#14 · Amravaticell 4680001918

distance 0.301 · cross-district

#15 · Nagpurcell 4840000820

distance 0.301 · cross-district

#16 · Nagpurcell 4840001544

distance 0.303 · cross-district

#17 · Chandrapurcell 4730006613

distance 0.303

#18 · Chandrapurcell 4730006840

distance 0.305

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":4730003569}}}'

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.