Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000856

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.155

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001160

distance 0.155

#2 · Hingolicell 4770001222

distance 0.216

#3 · Hingolicell 4770000630

distance 0.246

#4 · Hingolicell 4770000918

distance 0.255

#5 · Jalgaoncell 4780002377

distance 0.255 · cross-district

#6 · Nagpurcell 4840006995

distance 0.266 · cross-district

#7 · Hingolicell 4770001746

distance 0.266

#8 · Hingolicell 4770001338

distance 0.267

#9 · Jalnacell 4790001138

distance 0.269 · cross-district

#10 · Parbhanicell 4890004098

distance 0.273 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690001201

distance 0.276 · cross-district

#12 · Jalgaoncell 4780002582

distance 0.277 · cross-district

#13 · Hingolicell 4770000688

distance 0.279

#14 · Hingolicell 4770001867

distance 0.28

#15 · Buldhanacell 4720006495

distance 0.282 · cross-district

#16 · Hingolicell 4770000379

distance 0.282

#17 · Parbhanicell 4890004092

distance 0.284 · cross-district

#18 · Hingolicell 4770000803

distance 0.287

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":4770000856}}}'

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.