Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003681

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

0.068

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004614

distance 0.068

#2 · Parbhanicell 4890004751

distance 0.094

#3 · Parbhanicell 4890003862

distance 0.112

#4 · Parbhanicell 4890004432

distance 0.114

#5 · Jalnacell 4790001499

distance 0.117 · cross-district

#6 · Parbhanicell 4890003677

distance 0.118

#7 · Parbhanicell 4890004517

distance 0.124

#8 · Buldhanacell 4720000006

distance 0.125 · cross-district

#9 · Jalnacell 4790001816

distance 0.126 · cross-district

#10 · Parbhanicell 4890003745

distance 0.128

#11 · Parbhanicell 4890003988

distance 0.129

#12 · Parbhanicell 4890004892

distance 0.131

#13 · Parbhanicell 4890004700

distance 0.132

#14 · Jalnacell 4790001814

distance 0.133 · cross-district

#15 · Jalnacell 4790002320

distance 0.133 · cross-district

#16 · Amravaticell 4680001761

distance 0.134 · cross-district

#17 · Parbhanicell 4890004703

distance 0.134

#18 · Parbhanicell 4890004382

distance 0.136

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":4890003681}}}'

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.