Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004234

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 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.092

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004336

distance 0.092

#2 · Parbhanicell 4890004057

distance 0.108

#3 · Parbhanicell 4890004131

distance 0.109

#4 · Parbhanicell 4890004477

distance 0.113

#5 · Parbhanicell 4890003810

distance 0.118

#6 · Parbhanicell 4890004133

distance 0.12

#7 · Amravaticell 4680000629

distance 0.12 · cross-district

#8 · Parbhanicell 4890004184

distance 0.12

#9 · Parbhanicell 4890004181

distance 0.128

#10 · Parbhanicell 4890004564

distance 0.135

#11 · Jalnacell 4790001733

distance 0.136 · cross-district

#12 · Parbhanicell 4890004288

distance 0.138

#13 · Parbhanicell 4890004232

distance 0.139

#14 · Parbhanicell 4890003940

distance 0.139

#15 · Parbhanicell 4890004433

distance 0.139

#16 · Parbhanicell 4890003932

distance 0.14

#17 · Parbhanicell 4890004235

distance 0.143

#18 · Jalnacell 4790001890

distance 0.145 · 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":4890004234}}}'

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.