Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001780

The MH-36 locality cells most similar to this Bhandara 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

0.167

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760001098

distance 0.167 · cross-district

#2 · Bhandaracell 4710001435

distance 0.179

#3 · Nagpurcell 4840000539

distance 0.188 · cross-district

#4 · Nagpurcell 4840000899

distance 0.189 · cross-district

#5 · Nagpurcell 4840007346

distance 0.19 · cross-district

#6 · Bhandaracell 4710001121

distance 0.19

#7 · Gondiacell 4760000814

distance 0.191 · cross-district

#8 · Chandrapurcell 4730006261

distance 0.192 · cross-district

#9 · Gondiacell 4760003622

distance 0.196 · cross-district

#10 · Yavatmalcell 5000008199

distance 0.198 · cross-district

#11 · Yavatmalcell 5000009704

distance 0.2 · cross-district

#12 · Yavatmalcell 5000007307

distance 0.2 · cross-district

#13 · Yavatmalcell 5000009149

distance 0.201 · cross-district

#14 · Gondiacell 4760001194

distance 0.202 · cross-district

#15 · Wardhacell 4980000274

distance 0.205 · cross-district

#16 · Gondiacell 4760003672

distance 0.205 · cross-district

#17 · Gondiacell 4760000931

distance 0.206 · cross-district

#18 · Wardhacell 4980000898

distance 0.206 · 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":471,"cluster_id":4710001780}}}'

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.