Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000291

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

0.192

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770000289

distance 0.192

#2 · Hingolicell 4770000116

distance 0.201

#3 · Hingolicell 4770000288

distance 0.204

#4 · Hingolicell 4770000335

distance 0.205

#5 · Laturcell 4810003615

distance 0.206 · cross-district

#6 · Nandedcell 4850005535

distance 0.208 · cross-district

#7 · Laturcell 4810003522

distance 0.208 · cross-district

#8 · Nandedcell 4850005608

distance 0.209 · cross-district

#9 · Beedcell 4700008634

distance 0.211 · cross-district

#10 · Washimcell 4990002622

distance 0.211 · cross-district

#11 · Hingolicell 4770000244

distance 0.212

#12 · Nandedcell 4850004607

distance 0.215 · cross-district

#13 · Nandedcell 4850005605

distance 0.216 · cross-district

#14 · Nandedcell 4850004456

distance 0.216 · cross-district

#15 · Laturcell 4810002997

distance 0.217 · cross-district

#16 · Nandedcell 4850005601

distance 0.218 · cross-district

#17 · Nandedcell 4850005609

distance 0.218 · cross-district

#18 · Beedcell 4700008739

distance 0.218 · 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":4770000291}}}'

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.