Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730006621

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.19

lower = more alike (weighted)

The twins, closest first

#1 · Chandrapurcell 4730005972

distance 0.19

#2 · Nagpurcell 4840001005

distance 0.197 · cross-district

#3 · Yavatmalcell 5000010044

distance 0.198 · cross-district

#4 · Wardhacell 4980000749

distance 0.199 · cross-district

#5 · Chandrapurcell 4730006732

distance 0.199

#6 · Chandrapurcell 4730004103

distance 0.207

#7 · Yavatmalcell 5000011211

distance 0.207 · cross-district

#8 · Chandrapurcell 4730006618

distance 0.208

#9 · Wardhacell 4980000602

distance 0.208 · cross-district

#10 · Amravaticell 4680005532

distance 0.21 · cross-district

#11 · Chandrapurcell 4730005293

distance 0.21

#12 · Gondiacell 4760000013

distance 0.213 · cross-district

#13 · Washimcell 4990003933

distance 0.214 · cross-district

#14 · Chandrapurcell 4730002873

distance 0.218

#15 · Yavatmalcell 5000009847

distance 0.218 · cross-district

#16 · Chandrapurcell 4730003226

distance 0.218

#17 · Chandrapurcell 4730007229

distance 0.218

#18 · Washimcell 4990002399

distance 0.22 · 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":4730006621}}}'

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.