Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012963

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 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.21

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012905

distance 0.21

#2 · Punecell 4900012680

distance 0.22

#3 · Nashikcell 4870000250

distance 0.254 · cross-district

#4 · Nashikcell 4870000150

distance 0.275 · cross-district

#5 · Ahmednagarcell 4660007273

distance 0.295 · cross-district

#6 · Sataracell 4940007466

distance 0.306 · cross-district

#7 · Nashikcell 4870000339

distance 0.315 · cross-district

#8 · Sataracell 4940008077

distance 0.322 · cross-district

#9 · Punecell 4900010791

distance 0.335

#10 · Punecell 4900011873

distance 0.338

#11 · Punecell 4900002731

distance 0.343

#12 · Nashikcell 4870000814

distance 0.346 · cross-district

#13 · Nashikcell 4870012105

distance 0.355 · cross-district

#14 · Punecell 4900001969

distance 0.355

#15 · Nashikcell 4870000975

distance 0.356 · cross-district

#16 · Ahmednagarcell 4660010667

distance 0.359 · cross-district

#17 · Nashikcell 4870000415

distance 0.362 · cross-district

#18 · Ahmednagarcell 4660008352

distance 0.366 · 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":4900012963}}}'

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.