Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770003929

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 10 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.235

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003272

distance 0.235 · cross-district

#2 · Laturcell 4810005454

distance 0.243 · cross-district

#3 · Parbhanicell 4890002380

distance 0.25 · cross-district

#4 · Hingolicell 4770003990

distance 0.253

#5 · Sanglicell 4930004417

distance 0.258 · cross-district

#6 · Dharashivcell 4880000122

distance 0.262 · cross-district

#7 · Yavatmalcell 5000010548

distance 0.263 · cross-district

#8 · Washimcell 4990000669

distance 0.267 · cross-district

#9 · Parbhanicell 4890003343

distance 0.269 · cross-district

#10 · Laturcell 4810004567

distance 0.272 · cross-district

#11 · Sanglicell 4930004267

distance 0.276 · cross-district

#12 · Yavatmalcell 5000009848

distance 0.28 · cross-district

#13 · Parbhanicell 4890001883

distance 0.287 · cross-district

#14 · Bhandaracell 4710000652

distance 0.291 · cross-district

#15 · Parbhanicell 4890001796

distance 0.291 · cross-district

#16 · Gadchirolicell 4750006860

distance 0.292 · cross-district

#17 · Ahmednagarcell 4660010926

distance 0.293 · cross-district

#18 · Yavatmalcell 5000010724

distance 0.295 · 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":4770003929}}}'

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.