Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710001612

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

0.159

lower = more alike (weighted)

The twins, closest first

#1 · Gondiacell 4760001597

distance 0.159 · cross-district

#2 · Bhandaracell 4710001861

distance 0.198

#3 · Bhandaracell 4710000487

distance 0.206

#4 · Nagpurcell 4840004296

distance 0.207 · cross-district

#5 · Wardhacell 4980003181

distance 0.207 · cross-district

#6 · Yavatmalcell 5000007034

distance 0.209 · cross-district

#7 · Nagpurcell 4840005376

distance 0.209 · cross-district

#8 · Gondiacell 4760003035

distance 0.212 · cross-district

#9 · Nagpurcell 4840006258

distance 0.213 · cross-district

#10 · Wardhacell 4980000463

distance 0.213 · cross-district

#11 · Yavatmalcell 5000010342

distance 0.216 · cross-district

#12 · Nagpurcell 4840000155

distance 0.22 · cross-district

#13 · Bhandaracell 4710002231

distance 0.223

#14 · Wardhacell 4980000661

distance 0.225 · cross-district

#15 · Gondiacell 4760003118

distance 0.226 · cross-district

#16 · Chandrapurcell 4730009460

distance 0.226 · cross-district

#17 · Bhandaracell 4710003462

distance 0.228

#18 · Gondiacell 4760003837

distance 0.23 · 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":4710001612}}}'

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.