Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001578

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

0.199

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003045

distance 0.199

#2 · Hingolicell 4770003122

distance 0.207

#3 · Hingolicell 4770000913

distance 0.211

#4 · Hingolicell 4770000698

distance 0.22

#5 · Parbhanicell 4890003851

distance 0.22 · cross-district

#6 · Hingolicell 4770002118

distance 0.227

#7 · Hingolicell 4770000477

distance 0.23

#8 · Akolacell 4670001302

distance 0.231 · cross-district

#9 · Hingolicell 4770002328

distance 0.231

#10 · Hingolicell 4770002661

distance 0.233

#11 · Akolacell 4670004182

distance 0.247 · cross-district

#12 · Akolacell 4670004616

distance 0.249 · cross-district

#13 · Akolacell 4670004230

distance 0.249 · cross-district

#14 · Parbhanicell 4890004495

distance 0.25 · cross-district

#15 · Parbhanicell 4890004205

distance 0.25 · cross-district

#16 · Hingolicell 4770001174

distance 0.251

#17 · Hingolicell 4770001745

distance 0.252

#18 · Hingolicell 4770000191

distance 0.253

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":4770001578}}}'

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.