Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002343

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.107

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005004

distance 0.107 · cross-district

#2 · Hingolicell 4770002413

distance 0.116

#3 · Parbhanicell 4890004824

distance 0.12 · cross-district

#4 · Parbhanicell 4890004780

distance 0.123 · cross-district

#5 · Washimcell 4990000003

distance 0.123 · cross-district

#6 · Parbhanicell 4890005001

distance 0.123 · cross-district

#7 · Hingolicell 4770002687

distance 0.123

#8 · Hingolicell 4770002477

distance 0.125

#9 · Hingolicell 4770002686

distance 0.136

#10 · Parbhanicell 4890005138

distance 0.138 · cross-district

#11 · Parbhanicell 4890004955

distance 0.143 · cross-district

#12 · Parbhanicell 4890005117

distance 0.143 · cross-district

#13 · Parbhanicell 4890005077

distance 0.147 · cross-district

#14 · Parbhanicell 4890005081

distance 0.15 · cross-district

#15 · Parbhanicell 4890004956

distance 0.152 · cross-district

#16 · Parbhanicell 4890005228

distance 0.157 · cross-district

#17 · Parbhanicell 4890004967

distance 0.157 · cross-district

#18 · Hingolicell 4770002084

distance 0.159

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":4770002343}}}'

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.