Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002213

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.214

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003252

distance 0.214

#2 · Hingolicell 4770002029

distance 0.271

#3 · Buldhanacell 4720007979

distance 0.276 · cross-district

#4 · Nagpurcell 4840004133

distance 0.285 · cross-district

#5 · Hingolicell 4770002281

distance 0.294

#6 · Hingolicell 4770003259

distance 0.297

#7 · Hingolicell 4770002085

distance 0.299

#8 · Hingolicell 4770003483

distance 0.301

#9 · Nagpurcell 4840005807

distance 0.301 · cross-district

#10 · Hingolicell 4770003064

distance 0.302

#11 · Nagpurcell 4840003931

distance 0.304 · cross-district

#12 · Hingolicell 4770002690

distance 0.304

#13 · Hingolicell 4770002367

distance 0.306

#14 · Nagpurcell 4840004561

distance 0.306 · cross-district

#15 · Hingolicell 4770002162

distance 0.307

#16 · Hingolicell 4770002496

distance 0.308

#17 · Hingolicell 4770003249

distance 0.309

#18 · Hingolicell 4770003397

distance 0.309

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":4770002213}}}'

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.