Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900008988

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 11 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.415

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780008459

distance 0.415 · cross-district

#2 · Sataracell 4940004213

distance 0.436 · cross-district

#3 · Akolacell 4670001333

distance 0.456 · cross-district

#4 · Nashikcell 4870006596

distance 0.458 · cross-district

#5 · Beedcell 4700005345

distance 0.473 · cross-district

#6 · Nashikcell 4870003488

distance 0.477 · cross-district

#7 · Dhulecell 4740000968

distance 0.489 · cross-district

#8 · Sataracell 4940004569

distance 0.502 · cross-district

#9 · Punecell 4900001491

distance 0.509

#10 · Solapurcell 4960005965

distance 0.513 · cross-district

#11 · Jalgaoncell 4780002109

distance 0.518 · cross-district

#12 · Jalnacell 4790001647

distance 0.522 · cross-district

#13 · Punecell 4900001627

distance 0.55

#14 · Ahmednagarcell 4660007625

distance 0.557 · cross-district

#15 · Gondiacell 4760002360

distance 0.56 · cross-district

#16 · Ahmednagarcell 4660007778

distance 0.562 · cross-district

#17 · Jalnacell 4790004849

distance 0.575 · cross-district

#18 · Solapurcell 4960012029

distance 0.579 · 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":4900008988}}}'

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.