Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003787

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

0.138

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005576

distance 0.138 · cross-district

#2 · Buldhanacell 4720000875

distance 0.14 · cross-district

#3 · Beedcell 4700006003

distance 0.147 · cross-district

#4 · Washimcell 4990000161

distance 0.149 · cross-district

#5 · Dharashivcell 4880005676

distance 0.15 · cross-district

#6 · Beedcell 4700005729

distance 0.152 · cross-district

#7 · Hingolicell 4770003637

distance 0.155

#8 · Solapurcell 4960011015

distance 0.155 · cross-district

#9 · Dharashivcell 4880005384

distance 0.155 · cross-district

#10 · Beedcell 4700005288

distance 0.158 · cross-district

#11 · Sanglicell 4930004454

distance 0.159 · cross-district

#12 · Buldhanacell 4720005208

distance 0.159 · cross-district

#13 · Hingolicell 4770003907

distance 0.16

#14 · Beedcell 4700005277

distance 0.161 · cross-district

#15 · Beedcell 4700003518

distance 0.161 · cross-district

#16 · Dharashivcell 4880005839

distance 0.161 · cross-district

#17 · Washimcell 4990000047

distance 0.162 · cross-district

#18 · Dharashivcell 4880003116

distance 0.162 · 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":4770003787}}}'

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.