Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003162

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.128

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005055

distance 0.128 · cross-district

#2 · Hingolicell 4770002415

distance 0.128

#3 · Hingolicell 4770003455

distance 0.147

#4 · Hingolicell 4770002349

distance 0.151

#5 · Hingolicell 4770002763

distance 0.16

#6 · Hingolicell 4770002841

distance 0.161

#7 · Parbhanicell 4890004641

distance 0.164 · cross-district

#8 · Solapurcell 4960002553

distance 0.175 · cross-district

#9 · Hingolicell 4770002913

distance 0.191

#10 · Parbhanicell 4890003763

distance 0.195 · cross-district

#11 · Amravaticell 4680004013

distance 0.195 · cross-district

#12 · Parbhanicell 4890005054

distance 0.2 · cross-district

#13 · Akolacell 4670004436

distance 0.206 · cross-district

#14 · Parbhanicell 4890004929

distance 0.209 · cross-district

#15 · Nagpurcell 4840007497

distance 0.212 · cross-district

#16 · Amravaticell 4680004306

distance 0.212 · cross-district

#17 · Buldhanacell 4720007336

distance 0.214 · cross-district

#18 · Parbhanicell 4890004254

distance 0.217 · 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":4770003162}}}'

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.