Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000139

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 11 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.489

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790003965

distance 0.489 · cross-district

#2 · Chhatrapati Sambhajinagarcell 4690003507

distance 0.56 · cross-district

#3 · Nagpurcell 4840001009

distance 0.572 · cross-district

#4 · Nandedcell 4850004801

distance 0.573 · cross-district

#5 · Sanglicell 4930007124

distance 0.579 · cross-district

#6 · Yavatmalcell 5000005654

distance 0.58 · cross-district

#7 · Nashikcell 4870011216

distance 0.59 · cross-district

#8 · Laturcell 4810005889

distance 0.596 · cross-district

#9 · Solapurcell 4960008023

distance 0.6 · cross-district

#10 · Laturcell 4810003262

distance 0.611 · cross-district

#11 · Chhatrapati Sambhajinagarcell 4690003016

distance 0.611 · cross-district

#12 · Laturcell 4810000052

distance 0.616 · cross-district

#13 · Nandedcell 4850005134

distance 0.624 · cross-district

#14 · Punecell 4900001713

distance 0.625 · cross-district

#15 · Nandedcell 4850004736

distance 0.626 · cross-district

#16 · Solapurcell 4960009960

distance 0.631 · cross-district

#17 · Beedcell 4700005695

distance 0.634 · cross-district

#18 · Nagpurcell 4840004499

distance 0.642 · 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":4770000139}}}'

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.