Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005182

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.094

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890005063

distance 0.094

#2 · Parbhanicell 4890005244

distance 0.121

#3 · Parbhanicell 4890004533

distance 0.145

#4 · Parbhanicell 4890003680

distance 0.158

#5 · Solapurcell 4960001743

distance 0.165 · cross-district

#6 · Buldhanacell 4720005862

distance 0.168 · cross-district

#7 · Parbhanicell 4890003873

distance 0.171

#8 · Parbhanicell 4890005144

distance 0.172

#9 · Parbhanicell 4890004754

distance 0.174

#10 · Jalnacell 4790002911

distance 0.175 · cross-district

#11 · Hingolicell 4770003297

distance 0.175 · cross-district

#12 · Buldhanacell 4720003808

distance 0.179 · cross-district

#13 · Parbhanicell 4890004658

distance 0.18

#14 · Parbhanicell 4890005385

distance 0.18

#15 · Parbhanicell 4890005217

distance 0.182

#16 · Jalnacell 4790001979

distance 0.184 · cross-district

#17 · Parbhanicell 4890003801

distance 0.185

#18 · Parbhanicell 4890005274

distance 0.186

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":4890005182}}}'

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.