Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002758

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 8 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.149

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003069

distance 0.149

#2 · Hingolicell 4770002682

distance 0.184

#3 · Hingolicell 4770002916

distance 0.211

#4 · Buldhanacell 4720003426

distance 0.218 · cross-district

#5 · Parbhanicell 4890004992

distance 0.233 · cross-district

#6 · Nagpurcell 4840006042

distance 0.235 · cross-district

#7 · Buldhanacell 4720003154

distance 0.236 · cross-district

#8 · Hingolicell 4770002000

distance 0.241

#9 · Jalgaoncell 4780002881

distance 0.241 · cross-district

#10 · Buldhanacell 4720006345

distance 0.243 · cross-district

#11 · Buldhanacell 4720007514

distance 0.244 · cross-district

#12 · Akolacell 4670004390

distance 0.245 · cross-district

#13 · Solapurcell 4960012212

distance 0.246 · cross-district

#14 · Amravaticell 4680002027

distance 0.247 · cross-district

#15 · Amravaticell 4680003446

distance 0.248 · cross-district

#16 · Buldhanacell 4720006264

distance 0.249 · cross-district

#17 · Hingolicell 4770001821

distance 0.252

#18 · Nagpurcell 4840001560

distance 0.252 · 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":4770002758}}}'

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.