Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940001529

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 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.219

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940001816

distance 0.219

#2 · Sataracell 4940001448

distance 0.226

#3 · Sanglicell 4930006780

distance 0.254 · cross-district

#4 · Solapurcell 4960008016

distance 0.265 · cross-district

#5 · Sataracell 4940005408

distance 0.27

#6 · Sanglicell 4930004704

distance 0.274 · cross-district

#7 · Punecell 4900001602

distance 0.277 · cross-district

#8 · Ahmednagarcell 4660013317

distance 0.28 · cross-district

#9 · Sataracell 4940001619

distance 0.283

#10 · Sataracell 4940002340

distance 0.285

#11 · Sataracell 4940002458

distance 0.288

#12 · Sanglicell 4930006978

distance 0.288 · cross-district

#13 · Sanglicell 4930006705

distance 0.288 · cross-district

#14 · Ahmednagarcell 4660007480

distance 0.289 · cross-district

#15 · Sanglicell 4930006723

distance 0.289 · cross-district

#16 · Sanglicell 4930006782

distance 0.293 · cross-district

#17 · Sanglicell 4930006293

distance 0.294 · cross-district

#18 · Sanglicell 4930006722

distance 0.295 · 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":4940001529}}}'

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.