Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001334

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.191

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001454

distance 0.191

#2 · Hingolicell 4770001451

distance 0.195

#3 · Hingolicell 4770001450

distance 0.252

#4 · Hingolicell 4770001218

distance 0.263

#5 · Hingolicell 4770001156

distance 0.265

#6 · Hingolicell 4770001783

distance 0.275

#7 · Hingolicell 4770001617

distance 0.277

#8 · Hingolicell 4770002985

distance 0.281

#9 · Amravaticell 4680002113

distance 0.282 · cross-district

#10 · Parbhanicell 4890005310

distance 0.289 · cross-district

#11 · Parbhanicell 4890004759

distance 0.291 · cross-district

#12 · Buldhanacell 4720005016

distance 0.297 · cross-district

#13 · Akolacell 4670000596

distance 0.298 · cross-district

#14 · Hingolicell 4770000968

distance 0.299

#15 · Amravaticell 4680002262

distance 0.3 · cross-district

#16 · Akolacell 4670003757

distance 0.303 · cross-district

#17 · Hingolicell 4770001151

distance 0.304

#18 · Akolacell 4670003404

distance 0.305 · 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":4770001334}}}'

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.