Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002413

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

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.251

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930002578

distance 0.251

#2 · Dharashivcell 4880005260

distance 0.255 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690004794

distance 0.307 · cross-district

#4 · Beedcell 4700001579

distance 0.308 · cross-district

#5 · Laturcell 4810003601

distance 0.311 · cross-district

#6 · Laturcell 4810002434

distance 0.312 · cross-district

#7 · Ahmednagarcell 4660008530

distance 0.323 · cross-district

#8 · Ahmednagarcell 4660008386

distance 0.324 · cross-district

#9 · Beedcell 4700004065

distance 0.324 · cross-district

#10 · Solapurcell 4960011536

distance 0.325 · cross-district

#11 · Solapurcell 4960010333

distance 0.326 · cross-district

#12 · Nandedcell 4850004661

distance 0.329 · cross-district

#13 · Sanglicell 4930003104

distance 0.335

#14 · Solapurcell 4960006599

distance 0.335 · cross-district

#15 · Laturcell 4810002954

distance 0.342 · cross-district

#16 · Punecell 4900001898

distance 0.342 · cross-district

#17 · Laturcell 4810003354

distance 0.344 · cross-district

#18 · Sanglicell 4930003611

distance 0.347

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":4930002413}}}'

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.