Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000128

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.12

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002613

distance 0.12 · cross-district

#2 · Hingolicell 4770000129

distance 0.148

#3 · Parbhanicell 4890002366

distance 0.178 · cross-district

#4 · Hingolicell 4770000387

distance 0.185

#5 · Parbhanicell 4890002604

distance 0.191 · cross-district

#6 · Hingolicell 4770000397

distance 0.192

#7 · Hingolicell 4770000158

distance 0.192

#8 · Parbhanicell 4890001952

distance 0.194 · cross-district

#9 · Parbhanicell 4890002522

distance 0.196 · cross-district

#10 · Parbhanicell 4890002608

distance 0.208 · cross-district

#11 · Parbhanicell 4890002609

distance 0.209 · cross-district

#12 · Chandrapurcell 4730003678

distance 0.212 · cross-district

#13 · Hingolicell 4770000124

distance 0.215

#14 · Parbhanicell 4890001945

distance 0.215 · cross-district

#15 · Chandrapurcell 4730003688

distance 0.216 · cross-district

#16 · Nandedcell 4850008086

distance 0.218 · cross-district

#17 · Hingolicell 4770000082

distance 0.218

#18 · Parbhanicell 4890003036

distance 0.219 · 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":4770000128}}}'

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.