Bhārata Strata · Maharashtra · Bhandara · morphological twins

Places like cell 4710000813

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

0.122

lower = more alike (weighted)

The twins, closest first

#1 · Bhandaracell 4710000339

distance 0.122

#2 · Bhandaracell 4710000774

distance 0.152

#3 · Bhandaracell 4710000812

distance 0.155

#4 · Wardhacell 4980000460

distance 0.155 · cross-district

#5 · Yavatmalcell 5000005798

distance 0.179 · cross-district

#6 · Chandrapurcell 4730006157

distance 0.18 · cross-district

#7 · Chandrapurcell 4730005790

distance 0.18 · cross-district

#8 · Yavatmalcell 5000005896

distance 0.181 · cross-district

#9 · Nandedcell 4850009044

distance 0.181 · cross-district

#10 · Chandrapurcell 4730002870

distance 0.182 · cross-district

#11 · Wardhacell 4980000583

distance 0.184 · cross-district

#12 · Yavatmalcell 5000008611

distance 0.195 · cross-district

#13 · Chandrapurcell 4730002671

distance 0.198 · cross-district

#14 · Yavatmalcell 5000004791

distance 0.199 · cross-district

#15 · Wardhacell 4980000552

distance 0.2 · cross-district

#16 · Wardhacell 4980000549

distance 0.2 · cross-district

#17 · Wardhacell 4980001307

distance 0.201 · cross-district

#18 · Amravaticell 4680000144

distance 0.203 · 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":4710000813}}}'

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.