Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770001886

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.212

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003355

distance 0.212

#2 · Hingolicell 4770001622

distance 0.213

#3 · Hingolicell 4770003420

distance 0.218

#4 · Hingolicell 4770003490

distance 0.22

#5 · Hingolicell 4770002459

distance 0.233

#6 · Hingolicell 4770003044

distance 0.242

#7 · Hingolicell 4770003211

distance 0.25

#8 · Parbhanicell 4890005347

distance 0.252 · cross-district

#9 · Buldhanacell 4720003293

distance 0.254 · cross-district

#10 · Hingolicell 4770002964

distance 0.255

#11 · Hingolicell 4770003489

distance 0.255

#12 · Parbhanicell 4890004737

distance 0.261 · cross-district

#13 · Jalgaoncell 4780004506

distance 0.262 · cross-district

#14 · Hingolicell 4770002950

distance 0.262

#15 · Hingolicell 4770000861

distance 0.262

#16 · Hingolicell 4770002754

distance 0.263

#17 · Parbhanicell 4890004712

distance 0.264 · cross-district

#18 · Parbhanicell 4890005059

distance 0.264 · 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":4770001886}}}'

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.