Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006986

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

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.21

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900002777

distance 0.21 · cross-district

#2 · Sanglicell 4930006987

distance 0.211

#3 · Punecell 4900002324

distance 0.219 · cross-district

#4 · Nashikcell 4870011345

distance 0.226 · cross-district

#5 · Sataracell 4940008305

distance 0.227 · cross-district

#6 · Sataracell 4940007603

distance 0.229 · cross-district

#7 · Punecell 4900003483

distance 0.231 · cross-district

#8 · Sanglicell 4930007043

distance 0.235

#9 · Dharashivcell 4880005585

distance 0.237 · cross-district

#10 · Jalgaoncell 4780001169

distance 0.238 · cross-district

#11 · Sanglicell 4930006985

distance 0.241

#12 · Ahmednagarcell 4660003084

distance 0.245 · cross-district

#13 · Amravaticell 4680005395

distance 0.251 · cross-district

#14 · Dhulecell 4740000292

distance 0.251 · cross-district

#15 · Solapurcell 4960011024

distance 0.252 · cross-district

#16 · Amravaticell 4680001134

distance 0.252 · cross-district

#17 · Solapurcell 4960001285

distance 0.252 · cross-district

#18 · Jalgaoncell 4780002788

distance 0.256 · 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":4930006986}}}'

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.