Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003820

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.154

lower = more alike (weighted)

The twins, closest first

#1 · Washimcell 4990001499

distance 0.154 · cross-district

#2 · Washimcell 4990002828

distance 0.172 · cross-district

#3 · Washimcell 4990001219

distance 0.173 · cross-district

#4 · Nandedcell 4850000518

distance 0.177 · cross-district

#5 · Nandedcell 4850000617

distance 0.178 · cross-district

#6 · Nandedcell 4850000662

distance 0.178 · cross-district

#7 · Washimcell 4990002647

distance 0.179 · cross-district

#8 · Nandedcell 4850000850

distance 0.184 · cross-district

#9 · Washimcell 4990004075

distance 0.185 · cross-district

#10 · Nandedcell 4850000519

distance 0.185 · cross-district

#11 · Nandedcell 4850000661

distance 0.187 · cross-district

#12 · Washimcell 4990002650

distance 0.191 · cross-district

#13 · Washimcell 4990004076

distance 0.192 · cross-district

#14 · Washimcell 4990002870

distance 0.197 · cross-district

#15 · Nandedcell 4850000203

distance 0.197 · cross-district

#16 · Hingolicell 4770003614

distance 0.198

#17 · Dharashivcell 4880000612

distance 0.199 · cross-district

#18 · Washimcell 4990000935

distance 0.199 · 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":4770003820}}}'

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.