Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890002982

The MH-36 locality cells most similar to this Parbhani 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 8 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.155

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003145

distance 0.155

#2 · Parbhanicell 4890003062

distance 0.216

#3 · Solapurcell 4960004344

distance 0.218 · cross-district

#4 · Solapurcell 4960004343

distance 0.248 · cross-district

#5 · Dharashivcell 4880001175

distance 0.284 · cross-district

#6 · Buldhanacell 4720005249

distance 0.301 · cross-district

#7 · Dharashivcell 4880001174

distance 0.317 · cross-district

#8 · Solapurcell 4960005239

distance 0.318 · cross-district

#9 · Dhulecell 4740002778

distance 0.318 · cross-district

#10 · Solapurcell 4960004649

distance 0.319 · cross-district

#11 · Dharashivcell 4880000806

distance 0.322 · cross-district

#12 · Buldhanacell 4720000628

distance 0.323 · cross-district

#13 · Parbhanicell 4890003804

distance 0.325

#14 · Solapurcell 4960002104

distance 0.326 · cross-district

#15 · Ahmednagarcell 4660000300

distance 0.328 · cross-district

#16 · Jalnacell 4790000354

distance 0.329 · cross-district

#17 · Solapurcell 4960004648

distance 0.329 · cross-district

#18 · Nandedcell 4850000673

distance 0.333 · 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":489,"cluster_id":4890002982}}}'

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.