Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003818

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.137

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003755

distance 0.137

#2 · Jalnacell 4790001498

distance 0.148 · cross-district

#3 · Beedcell 4700004833

distance 0.154 · cross-district

#4 · Jalnacell 4790001577

distance 0.158 · cross-district

#5 · Solapurcell 4960003009

distance 0.174 · cross-district

#6 · Amravaticell 4680001159

distance 0.175 · cross-district

#7 · Jalnacell 4790001500

distance 0.176 · cross-district

#8 · Parbhanicell 4890004506

distance 0.176

#9 · Buldhanacell 4720005384

distance 0.177 · cross-district

#10 · Jalnacell 4790000865

distance 0.178 · cross-district

#11 · Beedcell 4700008260

distance 0.179 · cross-district

#12 · Buldhanacell 4720004363

distance 0.182 · cross-district

#13 · Parbhanicell 4890004471

distance 0.183

#14 · Jalnacell 4790001576

distance 0.189 · cross-district

#15 · Jalnacell 4790001980

distance 0.191 · cross-district

#16 · Buldhanacell 4720005076

distance 0.191 · cross-district

#17 · Buldhanacell 4720006758

distance 0.191 · cross-district

#18 · Buldhanacell 4720004729

distance 0.191 · 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":4890003818}}}'

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.