Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890005024

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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.117

lower = more alike (weighted)

The twins, closest first

#1 · Jalnacell 4790003757

distance 0.117 · cross-district

#2 · Parbhanicell 4890004792

distance 0.142

#3 · Parbhanicell 4890004472

distance 0.149

#4 · Jalnacell 4790002647

distance 0.15 · cross-district

#5 · Parbhanicell 4890004585

distance 0.15

#6 · Akolacell 4670000559

distance 0.158 · cross-district

#7 · Parbhanicell 4890004254

distance 0.159

#8 · Parbhanicell 4890004929

distance 0.165

#9 · Parbhanicell 4890004701

distance 0.166

#10 · Parbhanicell 4890004277

distance 0.167

#11 · Buldhanacell 4720006089

distance 0.17 · cross-district

#12 · Jalnacell 4790003516

distance 0.171 · cross-district

#13 · Parbhanicell 4890004808

distance 0.173

#14 · Parbhanicell 4890004641

distance 0.173

#15 · Parbhanicell 4890003763

distance 0.174

#16 · Beedcell 4700005998

distance 0.175 · cross-district

#17 · Akolacell 4670000875

distance 0.176 · cross-district

#18 · Buldhanacell 4720007252

distance 0.177 · 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":4890005024}}}'

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.