Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006967

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 9 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.173

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940003465

distance 0.173 · cross-district

#2 · Sataracell 4940005280

distance 0.211 · cross-district

#3 · Sataracell 4940003484

distance 0.234 · cross-district

#4 · Sataracell 4940002770

distance 0.246 · cross-district

#5 · Nandedcell 4850000020

distance 0.25 · cross-district

#6 · Sanglicell 4930005009

distance 0.251

#7 · Sataracell 4940003829

distance 0.252 · cross-district

#8 · Sataracell 4940002575

distance 0.253 · cross-district

#9 · Sanglicell 4930006573

distance 0.26

#10 · Sanglicell 4930006737

distance 0.264

#11 · Jalnacell 4790006482

distance 0.273 · cross-district

#12 · Hingolicell 4770002909

distance 0.274 · cross-district

#13 · Sataracell 4940002883

distance 0.275 · cross-district

#14 · Punecell 4900003045

distance 0.276 · cross-district

#15 · Buldhanacell 4720003497

distance 0.277 · cross-district

#16 · Buldhanacell 4720002696

distance 0.278 · cross-district

#17 · Washimcell 4990000431

distance 0.279 · cross-district

#18 · Solapurcell 4960008013

distance 0.279 · 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":4930006967}}}'

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.