Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730007993

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

0.248

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730008185

distance 0.248

#2 · Chandrapurcell 4730008440

distance 0.265

#3 · Gondiacell 4760001599

distance 0.278 · cross-district

#4 · Chandrapurcell 4730007907

distance 0.289

#5 · Yavatmalcell 5000007751

distance 0.312 · cross-district

#6 · Yavatmalcell 5000003147

distance 0.32 · cross-district

#7 · Chandrapurcell 4730008352

distance 0.33

#8 · Chandrapurcell 4730004875

distance 0.34

#9 · Chandrapurcell 4730003211

distance 0.343

#10 · Solapurcell 4960002359

distance 0.354 · cross-district

#11 · Bhandaracell 4710001516

distance 0.356 · cross-district

#12 · Bhandaracell 4710001716

distance 0.359 · cross-district

#13 · Bhandaracell 4710001526

distance 0.367 · cross-district

#14 · Gondiacell 4760004051

distance 0.368 · cross-district

#15 · Solapurcell 4960010659

distance 0.373 · cross-district

#16 · Dharashivcell 4880005936

distance 0.376 · cross-district

#17 · Beedcell 4700007155

distance 0.376 · cross-district

#18 · Jalnacell 4790004393

distance 0.376 · 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":4730007993}}}'

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.