Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013268

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 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.379

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900013342

distance 0.379

#2 · Punecell 4900013235

distance 0.404

#3 · Punecell 4900013234

distance 0.42

#4 · Punecell 4900001095

distance 0.421

#5 · Punecell 4900013050

distance 0.505

#6 · Nashikcell 4870001293

distance 0.523 · cross-district

#7 · Parbhanicell 4890005399

distance 0.526 · cross-district

#8 · Jalgaoncell 4780004278

distance 0.546 · cross-district

#9 · Jalnacell 4790002968

distance 0.554 · cross-district

#10 · Punecell 4900012533

distance 0.571

#11 · Ahmednagarcell 4660003512

distance 0.577 · cross-district

#12 · Punecell 4900013013

distance 0.595

#13 · Punecell 4900006507

distance 0.597

#14 · Punecell 4900013017

distance 0.597

#15 · Punecell 4900013014

distance 0.613

#16 · Hingolicell 4770001227

distance 0.616 · cross-district

#17 · Sataracell 4940008148

distance 0.618 · cross-district

#18 · Chhatrapati Sambhajinagarcell 4690005900

distance 0.619 · 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":4900013268}}}'

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.