Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006975

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 6 distinct districts

Index confidence

0.92

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 4930007028

distance 0.148

#2 · Solapurcell 4960001318

distance 0.176 · cross-district

#3 · Sataracell 4940002686

distance 0.184 · cross-district

#4 · Sanglicell 4930006726

distance 0.196

#5 · Sanglicell 4930006865

distance 0.204

#6 · Sataracell 4940004539

distance 0.206 · cross-district

#7 · Sataracell 4940003813

distance 0.208 · cross-district

#8 · Sataracell 4940001911

distance 0.211 · cross-district

#9 · Sataracell 4940003126

distance 0.215 · cross-district

#10 · Solapurcell 4960006614

distance 0.223 · cross-district

#11 · Punecell 4900009512

distance 0.226 · cross-district

#12 · Sanglicell 4930006777

distance 0.229

#13 · Punecell 4900009817

distance 0.231 · cross-district

#14 · Ahmednagarcell 4660007792

distance 0.233 · cross-district

#15 · Nashikcell 4870000759

distance 0.233 · cross-district

#16 · Sataracell 4940003469

distance 0.234 · cross-district

#17 · Ahmednagarcell 4660014171

distance 0.234 · cross-district

#18 · Solapurcell 4960003534

distance 0.235 · 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":4930006975}}}'

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.