Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006737

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 5 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.223

lower = more alike (weighted)

The twins, closest first

#1 · Hingolicell 4770003446

distance 0.223 · cross-district

#2 · Sataracell 4940002770

distance 0.23 · cross-district

#3 · Parbhanicell 4890005050

distance 0.238 · cross-district

#4 · Sataracell 4940002575

distance 0.25 · cross-district

#5 · Sataracell 4940003465

distance 0.257 · cross-district

#6 · Hingolicell 4770002133

distance 0.26 · cross-district

#7 · Sanglicell 4930006967

distance 0.264

#8 · Sataracell 4940002299

distance 0.266 · cross-district

#9 · Hingolicell 4770002611

distance 0.272 · cross-district

#10 · Hingolicell 4770002825

distance 0.281 · cross-district

#11 · Sataracell 4940002423

distance 0.282 · cross-district

#12 · Parbhanicell 4890005241

distance 0.285 · cross-district

#13 · Hingolicell 4770002276

distance 0.287 · cross-district

#14 · Parbhanicell 4890005016

distance 0.294 · cross-district

#15 · Jalnacell 4790006506

distance 0.295 · cross-district

#16 · Hingolicell 4770002887

distance 0.295 · cross-district

#17 · Parbhanicell 4890005347

distance 0.297 · cross-district

#18 · Hingolicell 4770002735

distance 0.305 · 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":4930006737}}}'

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.