Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003689

The MH-36 locality cells most similar to this Hingoli 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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Amravaticell 4680005504

distance 0.142 · cross-district

#2 · Beedcell 4700005730

distance 0.149 · cross-district

#3 · Buldhanacell 4720006240

distance 0.154 · cross-district

#4 · Buldhanacell 4720000875

distance 0.156 · cross-district

#5 · Amravaticell 4680001085

distance 0.156 · cross-district

#6 · Solapurcell 4960010937

distance 0.156 · cross-district

#7 · Hingolicell 4770003907

distance 0.163

#8 · Buldhanacell 4720006312

distance 0.165 · cross-district

#9 · Akolacell 4670001046

distance 0.167 · cross-district

#10 · Buldhanacell 4720007104

distance 0.167 · cross-district

#11 · Dharashivcell 4880005680

distance 0.167 · cross-district

#12 · Amravaticell 4680001737

distance 0.169 · cross-district

#13 · Amravaticell 4680005643

distance 0.172 · cross-district

#14 · Beedcell 4700005475

distance 0.175 · cross-district

#15 · Dharashivcell 4880001103

distance 0.176 · cross-district

#16 · Dharashivcell 4880003216

distance 0.177 · cross-district

#17 · Hingolicell 4770003637

distance 0.18

#18 · Amravaticell 4680003469

distance 0.18 · 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":477,"cluster_id":4770003689}}}'

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.