Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930006031

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 13 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.377

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001900

distance 0.377 · cross-district

#2 · Ahmednagarcell 4660014350

distance 0.421 · cross-district

#3 · Nandedcell 4850001411

distance 0.445 · cross-district

#4 · Nandurbarcell 4860002231

distance 0.461 · cross-district

#5 · Laturcell 4810000485

distance 0.461 · cross-district

#6 · Sanglicell 4930003015

distance 0.479

#7 · Solapurcell 4960001901

distance 0.487 · cross-district

#8 · Dharashivcell 4880003472

distance 0.491 · cross-district

#9 · Sataracell 4940003558

distance 0.5 · cross-district

#10 · Dharashivcell 4880003411

distance 0.507 · cross-district

#11 · Nashikcell 4870010011

distance 0.518 · cross-district

#12 · Jalnacell 4790005670

distance 0.523 · cross-district

#13 · Nashikcell 4870007635

distance 0.523 · cross-district

#14 · Buldhanacell 4720004460

distance 0.536 · cross-district

#15 · Jalgaoncell 4780000417

distance 0.538 · cross-district

#16 · Hingolicell 4770002584

distance 0.541 · cross-district

#17 · Laturcell 4810001787

distance 0.542 · cross-district

#18 · Sataracell 4940004882

distance 0.546 · 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":4930006031}}}'

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.