Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000790

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

0.222

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890002872

distance 0.222 · cross-district

#2 · Hingolicell 4770001270

distance 0.239

#3 · Parbhanicell 4890002048

distance 0.24 · cross-district

#4 · Parbhanicell 4890001712

distance 0.243 · cross-district

#5 · Hingolicell 4770001330

distance 0.28

#6 · Hingolicell 4770000975

distance 0.316

#7 · Hingolicell 4770001507

distance 0.318

#8 · Parbhanicell 4890002131

distance 0.32 · cross-district

#9 · Hingolicell 4770003988

distance 0.326

#10 · Hingolicell 4770003218

distance 0.34

#11 · Parbhanicell 4890003116

distance 0.343 · cross-district

#12 · Hingolicell 4770003990

distance 0.345

#13 · Laturcell 4810005644

distance 0.345 · cross-district

#14 · Yavatmalcell 5000004275

distance 0.346 · cross-district

#15 · Laturcell 4810005645

distance 0.351 · cross-district

#16 · Parbhanicell 4890001796

distance 0.352 · cross-district

#17 · Parbhanicell 4890002378

distance 0.36 · cross-district

#18 · Laturcell 4810005142

distance 0.366 · 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":4770000790}}}'

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.