Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001323

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

0.087

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000838

distance 0.087

#2 · Nandedcell 4850007795

distance 0.117 · cross-district

#3 · Hingolicell 4770000965

distance 0.137

#4 · Hingolicell 4770000679

distance 0.15

#5 · Hingolicell 4770000997

distance 0.151

#6 · Hingolicell 4770000783

distance 0.155

#7 · Nandedcell 4850007913

distance 0.159 · cross-district

#8 · Nandedcell 4850007682

distance 0.16 · cross-district

#9 · Nandedcell 4850007856

distance 0.162 · cross-district

#10 · Hingolicell 4770001247

distance 0.164

#11 · Hingolicell 4770000080

distance 0.172

#12 · Nandedcell 4850007847

distance 0.175 · cross-district

#13 · Hingolicell 4770000883

distance 0.181

#14 · Yavatmalcell 5000001640

distance 0.186 · cross-district

#15 · Nandedcell 4850006822

distance 0.188 · cross-district

#16 · Nandedcell 4850007195

distance 0.19 · cross-district

#17 · Hingolicell 4770001124

distance 0.191

#18 · Washimcell 4990000469

distance 0.192 · 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":4770001323}}}'

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.