Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007658

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.219

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730004193

distance 0.219

#2 · Chandrapurcell 4730005811

distance 0.27

#3 · Chandrapurcell 4730008007

distance 0.282

#4 · Nagpurcell 4840000886

distance 0.289 · cross-district

#5 · Chandrapurcell 4730008169

distance 0.301

#6 · Ahmednagarcell 4660009784

distance 0.317 · cross-district

#7 · Bhandaracell 4710001690

distance 0.319 · cross-district

#8 · Yavatmalcell 5000008362

distance 0.326 · cross-district

#9 · Chandrapurcell 4730007914

distance 0.329

#10 · Nagpurcell 4840002721

distance 0.334 · cross-district

#11 · Chandrapurcell 4730006613

distance 0.34

#12 · Bhandaracell 4710001648

distance 0.341 · cross-district

#13 · Nagpurcell 4840001302

distance 0.342 · cross-district

#14 · Buldhanacell 4720001715

distance 0.343 · cross-district

#15 · Chandrapurcell 4730004691

distance 0.346

#16 · Chandrapurcell 4730008522

distance 0.346

#17 · Yavatmalcell 5000007403

distance 0.347 · cross-district

#18 · Chandrapurcell 4730008073

distance 0.352

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":4730007658}}}'

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.