Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003846

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.086

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003760

distance 0.086

#2 · Hingolicell 4770001717

distance 0.139

#3 · Washimcell 4990000783

distance 0.144 · cross-district

#4 · Dharashivcell 4880000152

distance 0.145 · cross-district

#5 · Dharashivcell 4880000808

distance 0.145 · cross-district

#6 · Washimcell 4990002692

distance 0.146 · cross-district

#7 · Beedcell 4700008355

distance 0.149 · cross-district

#8 · Hingolicell 4770001768

distance 0.154

#9 · Akolacell 4670000763

distance 0.156 · cross-district

#10 · Dharashivcell 4880001051

distance 0.158 · cross-district

#11 · Dharashivcell 4880000890

distance 0.158 · cross-district

#12 · Washimcell 4990000600

distance 0.16 · cross-district

#13 · Washimcell 4990002538

distance 0.16 · cross-district

#14 · Dharashivcell 4880000875

distance 0.16 · cross-district

#15 · Dharashivcell 4880000574

distance 0.16 · cross-district

#16 · Washimcell 4990002061

distance 0.161 · cross-district

#17 · Dharashivcell 4880000727

distance 0.162 · cross-district

#18 · Washimcell 4990002481

distance 0.163 · 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":4770003846}}}'

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.