Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850009057

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

0.093

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850009024

distance 0.093

#2 · Yavatmalcell 5000005096

distance 0.099 · cross-district

#3 · Chandrapurcell 4730007844

distance 0.109 · cross-district

#4 · Yavatmalcell 5000005091

distance 0.11 · cross-district

#5 · Nandedcell 4850009082

distance 0.111

#6 · Nandedcell 4850008984

distance 0.112

#7 · Yavatmalcell 5000007407

distance 0.115 · cross-district

#8 · Yavatmalcell 5000003853

distance 0.117 · cross-district

#9 · Yavatmalcell 5000007401

distance 0.12 · cross-district

#10 · Nandedcell 4850009021

distance 0.12

#11 · Yavatmalcell 5000008776

distance 0.12 · cross-district

#12 · Yavatmalcell 5000005750

distance 0.12 · cross-district

#13 · Yavatmalcell 5000005589

distance 0.121 · cross-district

#14 · Yavatmalcell 5000005426

distance 0.123 · cross-district

#15 · Yavatmalcell 5000008535

distance 0.124 · cross-district

#16 · Yavatmalcell 5000005911

distance 0.124 · cross-district

#17 · Yavatmalcell 5000005430

distance 0.124 · cross-district

#18 · Yavatmalcell 5000007659

distance 0.125 · 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":4850009057}}}'

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.