Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003073

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

0.17

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770002916

distance 0.17

#2 · Hingolicell 4770002841

distance 0.18

#3 · Parbhanicell 4890004992

distance 0.197 · cross-district

#4 · Hingolicell 4770002682

distance 0.211

#5 · Parbhanicell 4890004135

distance 0.214 · cross-district

#6 · Parbhanicell 4890005143

distance 0.221 · cross-district

#7 · Parbhanicell 4890005222

distance 0.222 · cross-district

#8 · Buldhanacell 4720005999

distance 0.223 · cross-district

#9 · Hingolicell 4770002349

distance 0.223

#10 · Hingolicell 4770002486

distance 0.224

#11 · Amravaticell 4680003247

distance 0.227 · cross-district

#12 · Hingolicell 4770002273

distance 0.229

#13 · Amravaticell 4680002138

distance 0.23 · cross-district

#14 · Parbhanicell 4890004251

distance 0.231 · cross-district

#15 · Solapurcell 4960002035

distance 0.232 · cross-district

#16 · Nagpurcell 4840004254

distance 0.235 · cross-district

#17 · Solapurcell 4960003399

distance 0.235 · cross-district

#18 · Solapurcell 4960001191

distance 0.235 · 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":4770003073}}}'

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.