Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890003820

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

0.11

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004703

distance 0.11

#2 · Parbhanicell 4890004746

distance 0.113

#3 · Parbhanicell 4890004067

distance 0.115

#4 · Jalnacell 4790001499

distance 0.119 · cross-district

#5 · Parbhanicell 4890004659

distance 0.122

#6 · Amravaticell 4680001760

distance 0.122 · cross-district

#7 · Parbhanicell 4890004839

distance 0.123

#8 · Jalnacell 4790002071

distance 0.127 · cross-district

#9 · Parbhanicell 4890004128

distance 0.127

#10 · Parbhanicell 4890005336

distance 0.13

#11 · Parbhanicell 4890004129

distance 0.13

#12 · Parbhanicell 4890004123

distance 0.132

#13 · Parbhanicell 4890001565

distance 0.133

#14 · Amravaticell 4680001107

distance 0.133 · cross-district

#15 · Jalnacell 4790002322

distance 0.133 · cross-district

#16 · Parbhanicell 4890004571

distance 0.134

#17 · Akolacell 4670000419

distance 0.135 · cross-district

#18 · Parbhanicell 4890004700

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":4890003820}}}'

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.