Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002621

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

0.132

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005175

distance 0.132 · cross-district

#2 · Hingolicell 4770002761

distance 0.172

#3 · Hingolicell 4770002990

distance 0.182

#4 · Hingolicell 4770002212

distance 0.186

#5 · Hingolicell 4770002762

distance 0.198

#6 · Hingolicell 4770002479

distance 0.201

#7 · Parbhanicell 4890005207

distance 0.203 · cross-district

#8 · Hingolicell 4770002342

distance 0.204

#9 · Hingolicell 4770002679

distance 0.205

#10 · Hingolicell 4770002612

distance 0.208

#11 · Hingolicell 4770002417

distance 0.216

#12 · Hingolicell 4770002984

distance 0.22

#13 · Parbhanicell 4890004968

distance 0.221 · cross-district

#14 · Hingolicell 4770002279

distance 0.221

#15 · Amravaticell 4680007418

distance 0.221 · cross-district

#16 · Hingolicell 4770002683

distance 0.222

#17 · Parbhanicell 4890005097

distance 0.224 · cross-district

#18 · Hingolicell 4770003306

distance 0.225

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":4770002621}}}'

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.