Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000900

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.182

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000846

distance 0.182

#2 · Hingolicell 4770002203

distance 0.184

#3 · Nandedcell 4850004684

distance 0.188 · cross-district

#4 · Washimcell 4990001399

distance 0.191 · cross-district

#5 · Parbhanicell 4890001879

distance 0.192 · cross-district

#6 · Hingolicell 4770000493

distance 0.192

#7 · Hingolicell 4770000387

distance 0.201

#8 · Dharashivcell 4880000189

distance 0.201 · cross-district

#9 · Washimcell 4990000175

distance 0.202 · cross-district

#10 · Hingolicell 4770000158

distance 0.203

#11 · Hingolicell 4770000403

distance 0.203

#12 · Parbhanicell 4890003027

distance 0.203 · cross-district

#13 · Beedcell 4700005291

distance 0.203 · cross-district

#14 · Hingolicell 4770001609

distance 0.207

#15 · Parbhanicell 4890001695

distance 0.208 · cross-district

#16 · Parbhanicell 4890001700

distance 0.211 · cross-district

#17 · Nandedcell 4850004479

distance 0.212 · cross-district

#18 · Nandedcell 4850007130

distance 0.213 · 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":4770000900}}}'

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.