Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930007200

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 7 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.217

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006838

distance 0.217

#2 · Sataracell 4940003474

distance 0.257 · cross-district

#3 · Solapurcell 4960003501

distance 0.261 · cross-district

#4 · Punecell 4900006772

distance 0.278 · cross-district

#5 · Solapurcell 4960008135

distance 0.28 · cross-district

#6 · Ahmednagarcell 4660000010

distance 0.284 · cross-district

#7 · Solapurcell 4960010711

distance 0.284 · cross-district

#8 · Punecell 4900006893

distance 0.287 · cross-district

#9 · Punecell 4900003220

distance 0.291 · cross-district

#10 · Ahmednagarcell 4660007896

distance 0.292 · cross-district

#11 · Beedcell 4700003650

distance 0.292 · cross-district

#12 · Ahmednagarcell 4660003122

distance 0.3 · cross-district

#13 · Ahmednagarcell 4660014525

distance 0.301 · cross-district

#14 · Sataracell 4940008880

distance 0.306 · cross-district

#15 · Ahmednagarcell 4660014449

distance 0.306 · cross-district

#16 · Punecell 4900003229

distance 0.307 · cross-district

#17 · Nashikcell 4870005429

distance 0.308 · cross-district

#18 · Sanglicell 4930007131

distance 0.311

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":4930007200}}}'

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.