Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000377

The MH-36 locality cells most similar to this Satara 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 8 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.315

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930006041

distance 0.315 · cross-district

#2 · Sanglicell 4930004499

distance 0.321 · cross-district

#3 · Punecell 4900000586

distance 0.322 · cross-district

#4 · Sanglicell 4930001256

distance 0.33 · cross-district

#5 · Sataracell 4940000155

distance 0.342

#6 · Solapurcell 4960008022

distance 0.346 · cross-district

#7 · Sataracell 4940000228

distance 0.347

#8 · Solapurcell 4960009578

distance 0.348 · cross-district

#9 · Ahmednagarcell 4660014019

distance 0.351 · cross-district

#10 · Sanglicell 4930004513

distance 0.351 · cross-district

#11 · Ahmednagarcell 4660013020

distance 0.352 · cross-district

#12 · Sataracell 4940005716

distance 0.354

#13 · Sanglicell 4930005974

distance 0.355 · cross-district

#14 · Amravaticell 4680002334

distance 0.358 · cross-district

#15 · Sanglicell 4930005734

distance 0.359 · cross-district

#16 · Kolhapurcell 4800005471

distance 0.359 · cross-district

#17 · Sanglicell 4930002060

distance 0.365 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690004353

distance 0.367 · 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":494,"cluster_id":4940000377}}}'

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.