Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770002113

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.143

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770001863

distance 0.143

#2 · Buldhanacell 4720003306

distance 0.24 · cross-district

#3 · Hingolicell 4770002000

distance 0.241

#4 · Hingolicell 4770000534

distance 0.246

#5 · Hingolicell 4770000640

distance 0.248

#6 · Buldhanacell 4720003296

distance 0.25 · cross-district

#7 · Hingolicell 4770002809

distance 0.253

#8 · Buldhanacell 4720003173

distance 0.26 · cross-district

#9 · Parbhanicell 4890004556

distance 0.26 · cross-district

#10 · Buldhanacell 4720007529

distance 0.264 · cross-district

#11 · Hingolicell 4770000746

distance 0.268

#12 · Parbhanicell 4890005083

distance 0.268 · cross-district

#13 · Buldhanacell 4720005912

distance 0.273 · cross-district

#14 · Buldhanacell 4720003487

distance 0.275 · cross-district

#15 · Parbhanicell 4890004408

distance 0.277 · cross-district

#16 · Washimcell 4990003408

distance 0.283 · cross-district

#17 · Akolacell 4670002854

distance 0.283 · cross-district

#18 · Hingolicell 4770003683

distance 0.285

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":4770002113}}}'

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.