Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001173

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

0.158

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001172

distance 0.158

#2 · Hingolicell 4770002592

distance 0.186

#3 · Hingolicell 4770002733

distance 0.191

#4 · Hingolicell 4770003046

distance 0.195

#5 · Hingolicell 4770002324

distance 0.2

#6 · Hingolicell 4770002524

distance 0.201

#7 · Hingolicell 4770000487

distance 0.202

#8 · Parbhanicell 4890004040

distance 0.203 · cross-district

#9 · Hingolicell 4770002110

distance 0.205

#10 · Hingolicell 4770003123

distance 0.207

#11 · Hingolicell 4770002652

distance 0.209

#12 · Hingolicell 4770002881

distance 0.211

#13 · Hingolicell 4770002318

distance 0.218

#14 · Hingolicell 4770000431

distance 0.22

#15 · Hingolicell 4770003439

distance 0.22

#16 · Hingolicell 4770001468

distance 0.221

#17 · Hingolicell 4770002658

distance 0.222

#18 · Hingolicell 4770002460

distance 0.224

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":4770001173}}}'

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.