Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001102

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

0.154

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000684

distance 0.154

#2 · Hingolicell 4770000985

distance 0.181

#3 · Hingolicell 4770000794

distance 0.181

#4 · Hingolicell 4770000800

distance 0.21

#5 · Beedcell 4700009045

distance 0.214 · cross-district

#6 · Parbhanicell 4890004601

distance 0.217 · cross-district

#7 · Hingolicell 4770000810

distance 0.219

#8 · Gondiacell 4760002890

distance 0.222 · cross-district

#9 · Amravaticell 4680004693

distance 0.227 · cross-district

#10 · Amravaticell 4680004602

distance 0.229 · cross-district

#11 · Hingolicell 4770000375

distance 0.234

#12 · Hingolicell 4770000537

distance 0.237

#13 · Hingolicell 4770000746

distance 0.238

#14 · Parbhanicell 4890004076

distance 0.239 · cross-district

#15 · Gondiacell 4760000845

distance 0.24 · cross-district

#16 · Hingolicell 4770001379

distance 0.243

#17 · Buldhanacell 4720003252

distance 0.244 · cross-district

#18 · Gondiacell 4760002002

distance 0.247 · 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":4770001102}}}'

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.