Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930004198

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 10 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.289

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940000087

distance 0.289 · cross-district

#2 · Sanglicell 4930005819

distance 0.308

#3 · Sataracell 4940003596

distance 0.333 · cross-district

#4 · Solapurcell 4960008593

distance 0.34 · cross-district

#5 · Dharashivcell 4880001066

distance 0.341 · cross-district

#6 · Punecell 4900009818

distance 0.349 · cross-district

#7 · Sataracell 4940000086

distance 0.358 · cross-district

#8 · Dharashivcell 4880000262

distance 0.367 · cross-district

#9 · Sataracell 4940000323

distance 0.368 · cross-district

#10 · Ahmednagarcell 4660014287

distance 0.369 · cross-district

#11 · Punecell 4900006178

distance 0.374 · cross-district

#12 · Punecell 4900002664

distance 0.386 · cross-district

#13 · Dhulecell 4740004719

distance 0.387 · cross-district

#14 · Chandrapurcell 4730000242

distance 0.395 · cross-district

#15 · Sanglicell 4930003889

distance 0.396

#16 · Akolacell 4670002053

distance 0.396 · cross-district

#17 · Solapurcell 4960005402

distance 0.401 · cross-district

#18 · Kolhapurcell 4800005723

distance 0.408 · 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":493,"cluster_id":4930004198}}}'

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.