Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005207

The MH-36 locality cells most similar to this Parbhani 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

0.083

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002832

distance 0.083 · cross-district

#2 · Hingolicell 4770002984

distance 0.095 · cross-district

#3 · Parbhanicell 4890005097

distance 0.101

#4 · Hingolicell 4770002212

distance 0.118 · cross-district

#5 · Hingolicell 4770003306

distance 0.12 · cross-district

#6 · Hingolicell 4770002988

distance 0.131 · cross-district

#7 · Hingolicell 4770002679

distance 0.146 · cross-district

#8 · Hingolicell 4770002479

distance 0.147 · cross-district

#9 · Hingolicell 4770002342

distance 0.149 · cross-district

#10 · Hingolicell 4770002612

distance 0.154 · cross-district

#11 · Parbhanicell 4890005263

distance 0.166

#12 · Parbhanicell 4890004995

distance 0.167

#13 · Parbhanicell 4890004874

distance 0.171

#14 · Hingolicell 4770003230

distance 0.172 · cross-district

#15 · Parbhanicell 4890004827

distance 0.172

#16 · Parbhanicell 4890004968

distance 0.178

#17 · Hingolicell 4770002417

distance 0.18 · cross-district

#18 · Parbhanicell 4890005056

distance 0.181

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":489,"cluster_id":4890005207}}}'

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.