Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850009019

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.102

lower = more alike (weighted)

The twins, closest first

#1 · Yavatmalcell 5000003318

distance 0.102 · cross-district

#2 · Nandedcell 4850008984

distance 0.111

#3 · Yavatmalcell 5000006342

distance 0.114 · cross-district

#4 · Nandedcell 4850009010

distance 0.118

#5 · Nandedcell 4850009017

distance 0.121

#6 · Yavatmalcell 5000008412

distance 0.126 · cross-district

#7 · Yavatmalcell 5000004618

distance 0.127 · cross-district

#8 · Yavatmalcell 5000005097

distance 0.129 · cross-district

#9 · Yavatmalcell 5000005091

distance 0.134 · cross-district

#10 · Nandedcell 4850009093

distance 0.14

#11 · Yavatmalcell 5000005426

distance 0.141 · cross-district

#12 · Yavatmalcell 5000007163

distance 0.142 · cross-district

#13 · Yavatmalcell 5000011091

distance 0.143 · cross-district

#14 · Yavatmalcell 5000004386

distance 0.144 · cross-district

#15 · Yavatmalcell 5000007810

distance 0.144 · cross-district

#16 · Yavatmalcell 5000008688

distance 0.144 · cross-district

#17 · Yavatmalcell 5000009111

distance 0.144 · cross-district

#18 · Yavatmalcell 5000003200

distance 0.145 · 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":4850009019}}}'

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.