Bhārata Strata · Maharashtra · Chandrapur · morphological twins

Places like cell 4730003526

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 6 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.383

lower = more alike (weighted)

The twins, closest first

#1 · Jalgaoncell 4780007733

distance 0.383 · cross-district

#2 · Chandrapurcell 4730002750

distance 0.394

#3 · Jalgaoncell 4780008226

distance 0.397 · cross-district

#4 · Chandrapurcell 4730003450

distance 0.408

#5 · Chandrapurcell 4730002902

distance 0.416

#6 · Jalgaoncell 4780007611

distance 0.42 · cross-district

#7 · Yavatmalcell 5000002788

distance 0.42 · cross-district

#8 · Jalgaoncell 4780008567

distance 0.423 · cross-district

#9 · Wardhacell 4980001811

distance 0.424 · cross-district

#10 · Chandrapurcell 4730002837

distance 0.432

#11 · Jalgaoncell 4780007487

distance 0.432 · cross-district

#12 · Jalgaoncell 4780008094

distance 0.433 · cross-district

#13 · Jalgaoncell 4780007196

distance 0.435 · cross-district

#14 · Jalgaoncell 4780007233

distance 0.448 · cross-district

#15 · Jalgaoncell 4780007115

distance 0.448 · cross-district

#16 · Jalgaoncell 4780008196

distance 0.451 · cross-district

#17 · Nashikcell 4870005409

distance 0.451 · cross-district

#18 · Kolhapurcell 4800003737

distance 0.453 · 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":4730003526}}}'

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.