Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730005689

The MH-36 locality cells most similar to this Chandrapur 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

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.368

lower = more alike (weighted)

The twins, closest first

#1 · Nagpurcell 4840003802

distance 0.368 · cross-district

#2 · Wardhacell 4980002407

distance 0.42 · cross-district

#3 · Nagpurcell 4840004491

distance 0.424 · cross-district

#4 · Laturcell 4810003263

distance 0.454 · cross-district

#5 · Chandrapurcell 4730005582

distance 0.489

#6 · Jalgaoncell 4780001782

distance 0.505 · cross-district

#7 · Sanglicell 4930002537

distance 0.508 · cross-district

#8 · Solapurcell 4960010047

distance 0.512 · cross-district

#9 · Ahmednagarcell 4660012304

distance 0.513 · cross-district

#10 · Amravaticell 4680006013

distance 0.522 · cross-district

#11 · Nagpurcell 4840003960

distance 0.523 · cross-district

#12 · Nagpurcell 4840003975

distance 0.527 · cross-district

#13 · Yavatmalcell 5000006858

distance 0.527 · cross-district

#14 · Amravaticell 4680008614

distance 0.527 · cross-district

#15 · Amravaticell 4680002588

distance 0.532 · cross-district

#16 · Wardhacell 4980002382

distance 0.535 · cross-district

#17 · Bhandaracell 4710002885

distance 0.537 · cross-district

#18 · Solapurcell 4960005357

distance 0.538 · 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":473,"cluster_id":4730005689}}}'

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.