Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000888

The MH-36 locality cells most similar to this Pune 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 7 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.321

lower = more alike (weighted)

The twins, closest first

#1 · Sataracell 4940008876

distance 0.321 · cross-district

#2 · Sanglicell 4930005821

distance 0.355 · cross-district

#3 · Nashikcell 4870000418

distance 0.359 · cross-district

#4 · Sataracell 4940003552

distance 0.36 · cross-district

#5 · Sataracell 4940008401

distance 0.364 · cross-district

#6 · Punecell 4900000768

distance 0.365

#7 · Punecell 4900001313

distance 0.37

#8 · Ahmednagarcell 4660009839

distance 0.371 · cross-district

#9 · Sataracell 4940008308

distance 0.382 · cross-district

#10 · Sataracell 4940004600

distance 0.385 · cross-district

#11 · Jalnacell 4790000374

distance 0.388 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690003667

distance 0.389 · cross-district

#13 · Punecell 4900000701

distance 0.39

#14 · Sataracell 4940001994

distance 0.39 · cross-district

#15 · Ahmednagarcell 4660005775

distance 0.395 · cross-district

#16 · Punecell 4900006025

distance 0.398

#17 · Punecell 4900001055

distance 0.399

#18 · Ahmednagarcell 4660005918

distance 0.405 · 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":490,"cluster_id":4900000888}}}'

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.