Bhārata Strata · Maharashtra · Parbhani · morphological twins

Places like cell 4890004889

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

0.104

lower = more alike (weighted)

The twins, closest first

#1 · Parbhanicell 4890004473

distance 0.104

#2 · Jalnacell 4790003416

distance 0.115 · cross-district

#3 · Parbhanicell 4890004847

distance 0.126

#4 · Jalnacell 4790003502

distance 0.127 · cross-district

#5 · Jalnacell 4790003749

distance 0.134 · cross-district

#6 · Parbhanicell 4890004227

distance 0.136

#7 · Jalnacell 4790002730

distance 0.138 · cross-district

#8 · Beedcell 4700005731

distance 0.141 · cross-district

#9 · Beedcell 4700006562

distance 0.147 · cross-district

#10 · Parbhanicell 4890004228

distance 0.154

#11 · Beedcell 4700006828

distance 0.154 · cross-district

#12 · Jalnacell 4790003838

distance 0.156 · cross-district

#13 · Parbhanicell 4890005441

distance 0.158

#14 · Solapurcell 4960004117

distance 0.16 · cross-district

#15 · Parbhanicell 4890005245

distance 0.163

#16 · Parbhanicell 4890003865

distance 0.164

#17 · Parbhanicell 4890005213

distance 0.165

#18 · Solapurcell 4960004550

distance 0.165 · 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":4890004889}}}'

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.