Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001451

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.162

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001454

distance 0.162

#2 · Hingolicell 4770001334

distance 0.195

#3 · Hingolicell 4770001617

distance 0.215

#4 · Hingolicell 4770001450

distance 0.244

#5 · Buldhanacell 4720003289

distance 0.256 · cross-district

#6 · Hingolicell 4770001210

distance 0.272

#7 · Hingolicell 4770000968

distance 0.29

#8 · Washimcell 4990003388

distance 0.295 · cross-district

#9 · Buldhanacell 4720005016

distance 0.295 · cross-district

#10 · Amravaticell 4680002262

distance 0.301 · cross-district

#11 · Hingolicell 4770001539

distance 0.302

#12 · Akolacell 4670003996

distance 0.308 · cross-district

#13 · Hingolicell 4770001156

distance 0.309

#14 · Jalgaoncell 4780009398

distance 0.311 · cross-district

#15 · Akolacell 4670000520

distance 0.312 · cross-district

#16 · Akolacell 4670000457

distance 0.312 · cross-district

#17 · Amravaticell 4680003251

distance 0.313 · cross-district

#18 · Akolacell 4670000596

distance 0.315 · 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":4770001451}}}'

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.