Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000801

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 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.188

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000919

distance 0.188

#2 · Parbhanicell 4890004100

distance 0.19 · cross-district

#3 · Hingolicell 4770000986

distance 0.215

#4 · Buldhanacell 4720005410

distance 0.228 · cross-district

#5 · Hingolicell 4770000384

distance 0.229

#6 · Solapurcell 4960001311

distance 0.232 · cross-district

#7 · Jalnacell 4790000474

distance 0.237 · cross-district

#8 · Hingolicell 4770000743

distance 0.24

#9 · Parbhanicell 4890005393

distance 0.242 · cross-district

#10 · Washimcell 4990004289

distance 0.242 · cross-district

#11 · Parbhanicell 4890005375

distance 0.244 · cross-district

#12 · Hingolicell 4770000164

distance 0.244

#13 · Hingolicell 4770002917

distance 0.25

#14 · Amravaticell 4680000273

distance 0.255 · cross-district

#15 · Hingolicell 4770001633

distance 0.256

#16 · Hingolicell 4770000474

distance 0.258

#17 · Chhatrapati Sambhajinagarcell 4690001377

distance 0.259 · cross-district

#18 · Akolacell 4670000819

distance 0.259 · 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":4770000801}}}'

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.