Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004101

The MH-36 locality cells most similar to this Sangli 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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.148

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930005225

distance 0.148

#2 · Sanglicell 4930005470

distance 0.209

#3 · Sanglicell 4930006133

distance 0.222

#4 · Sanglicell 4930003065

distance 0.226

#5 · Sanglicell 4930006317

distance 0.23

#6 · Sanglicell 4930004079

distance 0.233

#7 · Sanglicell 4930005343

distance 0.233

#8 · Sanglicell 4930004795

distance 0.236

#9 · Kolhapurcell 4800002015

distance 0.239 · cross-district

#10 · Sanglicell 4930005347

distance 0.24

#11 · Beedcell 4700003685

distance 0.24 · cross-district

#12 · Sanglicell 4930004265

distance 0.241

#13 · Sanglicell 4930005345

distance 0.244

#14 · Sanglicell 4930005087

distance 0.246

#15 · Sanglicell 4930006004

distance 0.246

#16 · Solapurcell 4960007597

distance 0.25 · cross-district

#17 · Sanglicell 4930005571

distance 0.252

#18 · Sanglicell 4930005817

distance 0.256

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":493,"cluster_id":4930004101}}}'

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.