Bhārata Strata · Maharashtra · Hingoli · morphological twins

Places like cell 4770000219

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.325

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000456

distance 0.325 · cross-district

#2 · Parbhanicell 4890003241

distance 0.356 · cross-district

#3 · Nandedcell 4850006093

distance 0.366 · cross-district

#4 · Laturcell 4810002589

distance 0.398 · cross-district

#5 · Hingolicell 4770000143

distance 0.413

#6 · Buldhanacell 4720001723

distance 0.436 · cross-district

#7 · Dharashivcell 4880001075

distance 0.442 · cross-district

#8 · Dharashivcell 4880005651

distance 0.448 · cross-district

#9 · Nandedcell 4850005692

distance 0.452 · cross-district

#10 · Punecell 4900000846

distance 0.465 · cross-district

#11 · Nagpurcell 4840003109

distance 0.466 · cross-district

#12 · Nandedcell 4850005261

distance 0.469 · cross-district

#13 · Kolhapurcell 4800003479

distance 0.475 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690005176

distance 0.486 · cross-district

#15 · Dharashivcell 4880000701

distance 0.488 · cross-district

#16 · Hingolicell 4770000171

distance 0.496

#17 · Nandedcell 4850005613

distance 0.497 · cross-district

#18 · Sanglicell 4930003727

distance 0.498 · 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":4770000219}}}'

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.