Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004359

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.287

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000238

distance 0.287 · cross-district

#2 · Nashikcell 4870008064

distance 0.316 · cross-district

#3 · Sataracell 4940000205

distance 0.316 · cross-district

#4 · Sataracell 4940000895

distance 0.344 · cross-district

#5 · Nashikcell 4870007929

distance 0.348 · cross-district

#6 · Sataracell 4940000839

distance 0.35 · cross-district

#7 · Sataracell 4940000126

distance 0.352 · cross-district

#8 · Sataracell 4940000359

distance 0.357 · cross-district

#9 · Sataracell 4940000406

distance 0.357 · cross-district

#10 · Nashikcell 4870008071

distance 0.359 · cross-district

#11 · Sataracell 4940000206

distance 0.362 · cross-district

#12 · Nashikcell 4870008644

distance 0.366 · cross-district

#13 · Kolhapurcell 4800005384

distance 0.368 · cross-district

#14 · Ahmednagarcell 4660007902

distance 0.371 · cross-district

#15 · Sanglicell 4930005468

distance 0.376

#16 · Sanglicell 4930006284

distance 0.377

#17 · Sanglicell 4930005759

distance 0.381

#18 · Sanglicell 4930004210

distance 0.386

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":4930004359}}}'

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.