Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900000586

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

0.254

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900000180

distance 0.254

#2 · Solapurcell 4960008022

distance 0.296 · cross-district

#3 · Sataracell 4940008903

distance 0.305 · cross-district

#4 · Punecell 4900000971

distance 0.316

#5 · Punecell 4900004398

distance 0.321

#6 · Sataracell 4940008323

distance 0.322 · cross-district

#7 · Sataracell 4940000377

distance 0.322 · cross-district

#8 · Sataracell 4940008009

distance 0.325 · cross-district

#9 · Kolhapurcell 4800005472

distance 0.333 · cross-district

#10 · Jalgaoncell 4780007625

distance 0.333 · cross-district

#11 · Jalgaoncell 4780008452

distance 0.335 · cross-district

#12 · Ahmednagarcell 4660005815

distance 0.336 · cross-district

#13 · Jalgaoncell 4780007863

distance 0.337 · cross-district

#14 · Sataracell 4940005716

distance 0.339 · cross-district

#15 · Nashikcell 4870003048

distance 0.343 · cross-district

#16 · Ahmednagarcell 4660005463

distance 0.344 · cross-district

#17 · Sataracell 4940003999

distance 0.344 · cross-district

#18 · Solapurcell 4960007415

distance 0.347 · 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":4900000586}}}'

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.