Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000884

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.201

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002207

distance 0.201

#2 · Parbhanicell 4890000738

distance 0.242 · cross-district

#3 · Hingolicell 4770000413

distance 0.249

#4 · Amravaticell 4680000481

distance 0.25 · cross-district

#5 · Parbhanicell 4890002947

distance 0.254 · cross-district

#6 · Amravaticell 4680006130

distance 0.26 · cross-district

#7 · Beedcell 4700001345

distance 0.261 · cross-district

#8 · Nandedcell 4850002652

distance 0.261 · cross-district

#9 · Buldhanacell 4720001315

distance 0.265 · cross-district

#10 · Beedcell 4700005578

distance 0.269 · cross-district

#11 · Washimcell 4990002550

distance 0.269 · cross-district

#12 · Nashikcell 4870012727

distance 0.271 · cross-district

#13 · Yavatmalcell 5000003243

distance 0.272 · cross-district

#14 · Beedcell 4700002701

distance 0.272 · cross-district

#15 · Nandedcell 4850004353

distance 0.272 · cross-district

#16 · Amravaticell 4680002597

distance 0.275 · cross-district

#17 · Hingolicell 4770000165

distance 0.275

#18 · Jalgaoncell 4780006078

distance 0.278 · cross-district

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":4770000884}}}'

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.