Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001029

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 2 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.039

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001088

distance 0.039

#2 · Hingolicell 4770001385

distance 0.056

#3 · Hingolicell 4770001206

distance 0.056

#4 · Hingolicell 4770001556

distance 0.058

#5 · Nandedcell 4850007391

distance 0.081 · cross-district

#6 · Nandedcell 4850007257

distance 0.081 · cross-district

#7 · Nandedcell 4850006664

distance 0.088 · cross-district

#8 · Hingolicell 4770001384

distance 0.09

#9 · Hingolicell 4770001321

distance 0.092

#10 · Nandedcell 4850006590

distance 0.092 · cross-district

#11 · Nandedcell 4850006591

distance 0.094 · cross-district

#12 · Nandedcell 4850007186

distance 0.097 · cross-district

#13 · Hingolicell 4770001443

distance 0.099

#14 · Nandedcell 4850007516

distance 0.099 · cross-district

#15 · Hingolicell 4770001501

distance 0.103

#16 · Hingolicell 4770000963

distance 0.104

#17 · Hingolicell 4770000781

distance 0.104

#18 · Nandedcell 4850007676

distance 0.105 · 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":4770001029}}}'

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.