Bhārata Strata · Maharashtra · Yavatmal · morphological twins

Places like cell 5000000833

The MH-36 locality cells most similar to this Yavatmal 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

0.092

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850008023

distance 0.092 · cross-district

#2 · Nandedcell 4850008043

distance 0.097 · cross-district

#3 · Yavatmalcell 5000001235

distance 0.119

#4 · Yavatmalcell 5000000895

distance 0.124

#5 · Yavatmalcell 5000002135

distance 0.128

#6 · Hingolicell 4770001957

distance 0.131 · cross-district

#7 · Nandedcell 4850007677

distance 0.136 · cross-district

#8 · Yavatmalcell 5000002361

distance 0.137

#9 · Hingolicell 4770002142

distance 0.145 · cross-district

#10 · Hingolicell 4770002019

distance 0.147 · cross-district

#11 · Nandedcell 4850008018

distance 0.147 · cross-district

#12 · Yavatmalcell 5000002384

distance 0.148

#13 · Nandedcell 4850007972

distance 0.15 · cross-district

#14 · Nandedcell 4850007577

distance 0.152 · cross-district

#15 · Yavatmalcell 5000001803

distance 0.153

#16 · Yavatmalcell 5000002663

distance 0.154

#17 · Nandedcell 4850008042

distance 0.154 · cross-district

#18 · Hingolicell 4770002270

distance 0.157 · 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":500,"cluster_id":5000000833}}}'

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.