Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900013023

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 5 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.177

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012935

distance 0.177

#2 · Punecell 4900012743

distance 0.292

#3 · Punecell 4900012318

distance 0.299

#4 · Punecell 4900000995

distance 0.346

#5 · Punecell 4900000750

distance 0.37

#6 · Jalnacell 4790001426

distance 0.38 · cross-district

#7 · Chhatrapati Sambhajinagarcell 4690005538

distance 0.388 · cross-district

#8 · Solapurcell 4960001184

distance 0.391 · cross-district

#9 · Solapurcell 4960003104

distance 0.399 · cross-district

#10 · Chhatrapati Sambhajinagarcell 4690002309

distance 0.4 · cross-district

#11 · Ahmednagarcell 4660011305

distance 0.406 · cross-district

#12 · Chhatrapati Sambhajinagarcell 4690001814

distance 0.41 · cross-district

#13 · Chhatrapati Sambhajinagarcell 4690003609

distance 0.415 · cross-district

#14 · Punecell 4900013229

distance 0.417

#15 · Ahmednagarcell 4660010653

distance 0.417 · cross-district

#16 · Punecell 4900004100

distance 0.418

#17 · Chhatrapati Sambhajinagarcell 4690002821

distance 0.419 · cross-district

#18 · Ahmednagarcell 4660009489

distance 0.423 · 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":4900013023}}}'

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.