Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003161

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

0.18

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003236

distance 0.18

#2 · Nagpurcell 4840006063

distance 0.198 · cross-district

#3 · Solapurcell 4960001193

distance 0.206 · cross-district

#4 · Parbhanicell 4890004769

distance 0.209 · cross-district

#5 · Solapurcell 4960001538

distance 0.214 · cross-district

#6 · Solapurcell 4960002164

distance 0.218 · cross-district

#7 · Hingolicell 4770002273

distance 0.219

#8 · Amravaticell 4680003362

distance 0.22 · cross-district

#9 · Solapurcell 4960002693

distance 0.222 · cross-district

#10 · Amravaticell 4680002231

distance 0.222 · cross-district

#11 · Buldhanacell 4720005878

distance 0.223 · cross-district

#12 · Hingolicell 4770003311

distance 0.224

#13 · Parbhanicell 4890005222

distance 0.225 · cross-district

#14 · Parbhanicell 4890004139

distance 0.226 · cross-district

#15 · Parbhanicell 4890004997

distance 0.226 · cross-district

#16 · Amravaticell 4680003053

distance 0.227 · cross-district

#17 · Hingolicell 4770003075

distance 0.228

#18 · Buldhanacell 4720005222

distance 0.229 · 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":4770003161}}}'

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.