Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003878

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.064

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890003936

distance 0.064

#2 · Parbhanicell 4890003872

distance 0.081

#3 · Parbhanicell 4890003816

distance 0.085

#4 · Parbhanicell 4890003809

distance 0.086

#5 · Parbhanicell 4890003998

distance 0.11

#6 · Parbhanicell 4890003933

distance 0.122

#7 · Parbhanicell 4890003934

distance 0.127

#8 · Parbhanicell 4890003695

distance 0.133

#9 · Parbhanicell 4890004884

distance 0.135

#10 · Parbhanicell 4890004978

distance 0.142

#11 · Akolacell 4670000987

distance 0.143 · cross-district

#12 · Parbhanicell 4890000787

distance 0.145

#13 · Parbhanicell 4890003877

distance 0.146

#14 · Amravaticell 4680001228

distance 0.147 · cross-district

#15 · Akolacell 4670001335

distance 0.152 · cross-district

#16 · Akolacell 4670000619

distance 0.155 · cross-district

#17 · Akolacell 4670001339

distance 0.155 · cross-district

#18 · Buldhanacell 4720007062

distance 0.156 · 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":4890003878}}}'

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.