Bhārata Strata · Maharashtra · Dharashiv · morphological twins

Places like cell 4880001447

The MH-36 locality cells most similar to this Dharashiv 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

0.312

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006342

distance 0.312 · cross-district

#2 · Buldhanacell 4720006554

distance 0.329 · cross-district

#3 · Punecell 4900000390

distance 0.363 · cross-district

#4 · Solapurcell 4960005003

distance 0.365 · cross-district

#5 · Chhatrapati Sambhajinagarcell 4690000146

distance 0.383 · cross-district

#6 · Buldhanacell 4720006463

distance 0.384 · cross-district

#7 · Sanglicell 4930000821

distance 0.392 · cross-district

#8 · Solapurcell 4960007301

distance 0.408 · cross-district

#9 · Jalnacell 4790001957

distance 0.408 · cross-district

#10 · Akolacell 4670001849

distance 0.41 · cross-district

#11 · Solapurcell 4960004176

distance 0.425 · cross-district

#12 · Nagpurcell 4840003848

distance 0.428 · cross-district

#13 · Ahmednagarcell 4660009645

distance 0.429 · cross-district

#14 · Buldhanacell 4720005770

distance 0.429 · cross-district

#15 · Buldhanacell 4720005901

distance 0.432 · cross-district

#16 · Amravaticell 4680002383

distance 0.433 · cross-district

#17 · Wardhacell 4980001446

distance 0.436 · cross-district

#18 · Solapurcell 4960007509

distance 0.436 · 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":488,"cluster_id":4880001447}}}'

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.