Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008764

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.208

lower = more alike (weighted)

The twins, closest first

#1 · Ahmednagarcell 4660002335

distance 0.208 · cross-district

#2 · Ahmednagarcell 4660002620

distance 0.215 · cross-district

#3 · Punecell 4900003101

distance 0.227

#4 · Ahmednagarcell 4660003091

distance 0.243 · cross-district

#5 · Beedcell 4700007163

distance 0.249 · cross-district

#6 · Jalgaoncell 4780009469

distance 0.252 · cross-district

#7 · Punecell 4900003629

distance 0.255

#8 · Jalnacell 4790006500

distance 0.262 · cross-district

#9 · Punecell 4900008543

distance 0.266

#10 · Ahmednagarcell 4660003156

distance 0.269 · cross-district

#11 · Sataracell 4940004332

distance 0.271 · cross-district

#12 · Sataracell 4940004451

distance 0.274 · cross-district

#13 · Punecell 4900003365

distance 0.28

#14 · Sataracell 4940005373

distance 0.288 · cross-district

#15 · Beedcell 4700007446

distance 0.29 · cross-district

#16 · Beedcell 4700007444

distance 0.29 · cross-district

#17 · Punecell 4900003497

distance 0.29

#18 · Punecell 4900008652

distance 0.29

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":4900008764}}}'

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.