Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850009081

The MH-36 locality cells most similar to this Nanded 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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.164

lower = more alike (weighted)

The twins, closest first

#1 · Wardhacell 4980001120

distance 0.164 · cross-district

#2 · Yavatmalcell 5000008187

distance 0.21 · cross-district

#3 · Yavatmalcell 5000007002

distance 0.211 · cross-district

#4 · Yavatmalcell 5000009814

distance 0.215 · cross-district

#5 · Nandedcell 4850009034

distance 0.218

#6 · Nandedcell 4850009077

distance 0.22

#7 · Yavatmalcell 5000005261

distance 0.222 · cross-district

#8 · Yavatmalcell 5000011093

distance 0.223 · cross-district

#9 · Yavatmalcell 5000004743

distance 0.224 · cross-district

#10 · Yavatmalcell 5000009232

distance 0.224 · cross-district

#11 · Wardhacell 4980003261

distance 0.225 · cross-district

#12 · Wardhacell 4980004111

distance 0.226 · cross-district

#13 · Yavatmalcell 5000006905

distance 0.227 · cross-district

#14 · Yavatmalcell 5000005602

distance 0.228 · cross-district

#15 · Yavatmalcell 5000009218

distance 0.23 · cross-district

#16 · Yavatmalcell 5000005098

distance 0.231 · cross-district

#17 · Yavatmalcell 5000009646

distance 0.232 · cross-district

#18 · Yavatmalcell 5000007819

distance 0.233 · 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":485,"cluster_id":4850009081}}}'

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.