Bhārata Strata · Maharashtra · Satara · morphological twins

Places like cell 4940000775

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 9 distinct districts

Index confidence

0.9

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.382

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660000710

distance 0.382 · cross-district

#2 · Ahmednagarcell 4660014335

distance 0.408 · cross-district

#3 · Chhatrapati Sambhajinagarcell 4690002075

distance 0.426 · cross-district

#4 · Sataracell 4940000543

distance 0.43

#5 · Dharashivcell 4880000892

distance 0.447 · cross-district

#6 · Ahmednagarcell 4660000787

distance 0.451 · cross-district

#7 · Hingolicell 4770000606

distance 0.452 · cross-district

#8 · Punecell 4900001222

distance 0.464 · cross-district

#9 · Sataracell 4940003417

distance 0.465

#10 · Sataracell 4940004843

distance 0.467

#11 · Sataracell 4940004845

distance 0.47

#12 · Sataracell 4940003557

distance 0.471

#13 · Jalnacell 4790000406

distance 0.474 · cross-district

#14 · Chhatrapati Sambhajinagarcell 4690003022

distance 0.479 · cross-district

#15 · Sanglicell 4930005976

distance 0.481 · cross-district

#16 · Sataracell 4940003673

distance 0.487

#17 · Buldhanacell 4720005612

distance 0.487 · cross-district

#18 · Punecell 4900000880

distance 0.499 · 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":4940000775}}}'

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.